Professor Tapabrata Ray

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Tapabrata Ray is a Professor with the School of Engineering and Technology. He is the founder and leader of the Multidisciplinary Design Optimization Research Group at UNSW, Canberra. Further details of his research is listed in the link below www.mdolab.net

Phone

+61 2 5114 5201

E-mail

t.ray@unsw.edu.au

Location

Building 17 Room 202 School of Engineering and Technology, The University of New South Wales, ACT 2610, AUSTRALIA

Publications

Books | 2011

Prusty BG; Sul J; Ray T, 2011, Fatigue behaviour of short fibre composites, Nova Science Publishers Inc, NY, USA, https://www.novapublishers.com/catalog/product_info.php?products_id=18040
Book Chapters | 2025

Kenny A; Ray T; Singh HK, 2025, 'An Extension of the Welded Beam Problem that Includes Multiple Interacting Design Concepts', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 211 - 225, http://dx.doi.org/10.1007/978-981-96-3506-1_15

Book Chapters | 2025

Wang B; Singh HK; Ray T, 2025, 'Selective Evaluations for Expediting Multi-objective Bilevel Optimization', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 31 - 45, http://dx.doi.org/10.1007/978-981-96-3506-1_3

Book Chapters | 2024

Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2024, 'A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour', in , pp. 115 - 129, http://dx.doi.org/10.1007/978-3-031-56855-8_7

Book Chapters | 2023

Kenny A; Ray T; Singh HK; Li X, 2023, 'A Test Suite for Multi-objective Multi-fidelity Optimization', in , pp. 361 - 373, http://dx.doi.org/10.1007/978-3-031-27250-9_26

Book Chapters | 2021

Chen Y; Singh HK; Zhou A; Ray T, 2021, 'A Fast Converging Evolutionary Algorithm for Constrained Multiobjective Portfolio Optimization', in Evolutionary Multi-Criterion Optimization, pp. 283 - 295, http://dx.doi.org/10.1007/978-3-030-72062-9_23

Book Chapters | 2021

Wang B; Singh HK; Ray T, 2021, 'Investigating Normalization Bounds for Hypervolume-Based Infill Criterion for Expensive Multiobjective Optimization', in Evolutionary Multi-Criterion Optimization, Springer Nature, pp. 519 - 530, http://dx.doi.org/10.1007/978-3-030-72062-9_41

Book Chapters | 2020

Bhattacharjee KS; Singh HK; Ray T, 2020, 'Many-objective optimization with limited computing budget', in Studies in Computational Intelligence, pp. 17 - 46, http://dx.doi.org/10.1007/978-3-030-18764-4_2

Book Chapters | 2018

Hassanein O; Anavatti S; Ray T, 2018, 'Autonomous Underwater Vehicles', in Meng Joo E (ed.), Intelligent Marine and Aerial Vehicles: Theory and Applications, Nova Publishers, https://novapublishers.com/shop/intelligent-marine-and-aerial-vehicles-theory-and-applications/

Book Chapters | 2017

Bhattacharjee KS; Isaacs A; Ray T, 2017, 'Multi-Objective Optimization Using an Evolutionary Algorithm Embedded with Multiple Spatially Distributed Surrogates', in Advances in Process Systems Engineering, World Scientific, pp. 135 - 155, http://dx.doi.org/10.1142/9789813148239_0005

Book Chapters | 2016

Ali IM; Elsayed SM; Ray T; Sarker RA, 2016, 'A differential evolution algorithm for solving resource constrained project scheduling problems', in , pp. 209 - 220, http://dx.doi.org/10.1007/978-3-319-28270-1_18

Book Chapters | 2016

Anavatti SG; li C; ray T, 2016, 'A game-theoretic approach to the analysis of Traffic Assignment', in Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, Springer, pp. 17 - 30, http://dx.doi.org/10.1007/978-3-319-49049-6_2

Book Chapters | 2016

Anavatti SG; ray T, 2016, 'A Game-Theoretic Approach to the Analysis of Traffic Assignment', in singh H (ed.), Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, Springer, pp. 17 - 30, http://dx.doi.org/10.1007/978-3-319-49049-6_2

Book Chapters | 2016

Bhattacharjee KS; Isaacs A; Ray T, 2016, 'Multi-objective optimization using an evolutionary algorithm embedded with multiple spatially distributed surrogates', in Multi-Objective Optimization: Techniques and Applications in Chemical Engineering (Second Edition), pp. 135 - 156, http://dx.doi.org/10.1142/9789812836526_0005

Book Chapters | 2016

Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu ; Singh ; Elsayed (ed.), Intelligent and Evolutionary Systems The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings, Springer, pp. 495 - 508, http://dx.doi.org/10.1007/978-3-319-49049-6_36

Book Chapters | 2016

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'A double action genetic algorithm for scheduling the wind-thermal generators', in , pp. 258 - 269, http://dx.doi.org/10.1007/978-3-319-28270-1_22

Book Chapters | 2015

Bhattacharjee KS; Ray T, 2015, 'An Evolutionary Algorithm with Classifier Guided Constraint Evaluation Strategy for Computationally Expensive Optimization Problems', in AI 2015: Advances in Artificial Intelligence, Springer, pp. 49 - 62

Book Chapters | 2015

Bhattacharjee KS; Ray T, 2015, 'Cost to Evaluate Versus Cost to Learn? Performance of Selective Evaluation Strategies in Multiobjective Optimization', in AI 2015: Advances in Artificial Intelligence, Springer, pp. 63 - 75

Book Chapters | 2015

Tajbakhsh SE; Ray T; Reed MC, 2015, 'An Evolutionary Approach to Resource Allocation in Wireless Small Cell Networks', in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Springer International Publishing, pp. 718 - 724, http://dx.doi.org/10.1007/978-3-319-24540-9_59

Book Chapters | 2013

Hassanein O; Anavatti SG; Ray T, 2013, 'On-line adaptive fuzzy modeling and control for autonomous underwater vehicle', in Recent Advances in Robotics and Automation, Springer, Heidelberg, pp. 57 - 70, http://dx.doi.org/10.1007/978-3-642-37387-9_4

Book Chapters | 2012

Ray T; Sarker R, 2012, 'Memetic algorithms in constrained optimization', in Neri F; Cotta C; Moscato P (ed.), Handbook of Memetic Algorithms, Springer, Germany, pp. 135 - 151, http://dx.doi.org/10.1007/978-3-642-23247-3_9

Book Chapters | 2010

Sarker R; Ray T, 2010, 'Agent based Evolutionary Approach: An Introduction', in Sarker R; Ray T (ed.), Agent-Based Evolutionary Search (Book series: Adaption, learning and optimization, vol. 5), Springer-Verlag, Berlin / Heidelberg, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-13425-8

Book Chapters | 2010

Sarker RA; Ray T, 2010, 'Agent Based Evolutionary Approach: An Introduction', in Sarker RA; Ray T (ed.), AGENT-BASED EVOLUTIONARY SEARCH, SPRINGER-VERLAG BERLIN, pp. 1 - 11, http://dx.doi.org/10.1007/978-3-642-13425-8_1

Book Chapters | 2010

Singh HK; Ray T, 2010, 'Divide and Conquer in Coevolution: A Difficult Balancing Act', in Agent-Based Evolutionary Search, Springer Nature, pp. 117 - 138, http://dx.doi.org/10.1007/978-3-642-13425-8_6

Book Chapters | 2010

Singh HK; Ray T, 2010, 'Divide and Conquer in Coevolution: A Difficult Balancing Act', in Sarker R; Ray T (ed.), Agent-Based Evolutionary Search (Book series: Adaption, learning and optimization, vol. 5), Springer-Verlag, Berlin / Heidelberg, pp. 121 - 142, http://www.springer.com/engineering/book/978-3-642-13424-1

Book Chapters | 2009

Ray T; Isaacs A; Smith WF, 2009, 'A Memetic Algorithm for Dynamic Multiobjective Optimization', in Goh CK; Ong YS; Tan KC (ed.), Studies in computational intelligence / Multi-Objective Memetic Algorithms, Springer, Berlin / Heidelberg, pp. 353 - 367, http://dx.doi.org/10.1007/978-3-540-88051-6_16

Book Chapters | 2009

Ray T; Isaacs A; Smith WF, 2009, 'Surrogate Assisted Evolutionary Algorithm for Multi-objective Optimization', in Rangaih GP (ed.), Multi-objective Optimization: Techniques and Applications in Chemical Engineering, World Scientific Publishing, Singapore, pp. 131 - 151, http://www.worldscibooks.com/etextbook/7088/7088_toc.pdf

Book Chapters | 2009

Ray T; Singh HK; Isaacs A; Smith WF, 2009, 'Infeasibility Driven Evolutionary Algorithm for Constrained Optimization', in Montes EEM (ed.), Constraint-Handling in Evolutionary Optimization, Springer Publishing Company, Berlin, Germany, pp. 145 - 165, http://dx.doi.org/10.1007/978-3-642-00619-7_7

Book Chapters | 2008

Isaacs A; Ray T; Smith WF, 2008, 'Set Representation and Multi-parent Learning within an Evolutionary Algorithm for Optimal Design of Trusses', in Chen YP; Lim LH (ed.), Linkage In Evolutionary Computation, Springer Publishing Company, pp. 419 - 439, http://dx.doi.org/10.1007/978-3-540-85068-7_17

Book Chapters | 2007

Isaacs A; Ray T; Smith W, 2007, 'An Evolutionary Algorithm with Spatially Distributed Surrogates for Multiobjective Optimization', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 257 - 268, http://dx.doi.org/10.1007/978-3-540-76931-6_23

Book Chapters | 2007

Ray T; Sarker R, 2007, 'Optimum oil production planning using an evolutionary approach', in Studies in Computational Intelligence - Evolutionary Scheduling, Springer Verlag, pp. 273 - 292, http://dx.doi.org/10.1007/978-3-540-48584-1_10

Book Chapters | 2006

Ray T, 2006, 'A Neural-Network-Assisted Optimization Framework and Its Use for Optimum-Parameter Identification', in Kamruzzaman J; Begg R; Sarker R (ed.), Artificial Neural Networks in Finance and Manufacturing, Idea Group Publishing, England, pp. 221 - 235

Book Chapters | 2005

Ray T; Venkata N, 2005, 'Application of Multiobjective optimization in Electromagnetic Design', in Nedjah N; Mourelle LDM (ed.), Application of Multiobjective optimization in Electromagnetic Design, Nova Science Publications, New York, USA, pp. 77 - 100, http://books.google.com.au/books?id=UeoV9NNJ_8oC&pg=PA77&lpg=PA77&dq=Application+of+Multiobjective+optimization+in+Electromagnetic+Design&source=bl&ots=3QRvNgt6u4&sig=DAY9jeGp9rk5iAZT0Xp9yhO4lXs&hl=en&ei=Hv9sS4PrEoGOkQWalrnUBw&sa=X&oi=book_result&ct=result&resnum=4&ved=0CCMQ6AEwAw#v=onepage&q=Application%20of%20Multiobjective%20optimization%20in%20Electromagnetic%20Design&f=false

Book Chapters | 2004

Ray T, 2004, 'APPLICATIONS OF MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS IN ENGINEERING DESIGN', in Advances in Natural Computation, WORLD SCIENTIFIC, pp. 29 - 52, http://dx.doi.org/10.1142/9789812567796_0002
Journal articles | 2025

Colombo A; Chiastra C; Gallo D; Loh PH; Dokos S; Zhang M; Keramati H; Carbonaro D; Migliavacca F; Ray T; Jepson N; Beier S, 2025, 'Advancements in Coronary Bifurcation Stenting Techniques: Insights From Computational and Bench Testing Studies', International Journal for Numerical Methods in Biomedical Engineering, 41, pp. e70000, http://dx.doi.org/10.1002/cnm.70000

Journal articles | 2025

Kapoor A; Ray T; Jepson N; Beier S, 2025, 'Comprehensive Geometric Parameterization and Computationally Efficient 3D Shape Matching Optimization of Realistic Stents', Journal of Mechanical Design, 147, http://dx.doi.org/10.1115/1.4066961

Journal articles | 2024

Kapoor A; Jepson N; Bressloff NW; Loh PH; Ray T; Beier S, 2024, 'The road to the ideal stent: A review of stent design optimisation methods, findings, and opportunities', Materials and Design, 237, pp. 112556, http://dx.doi.org/10.1016/j.matdes.2023.112556

Journal articles | 2024

Kenny A; Ray T; Singh H, 2024, 'A framework for design optimization across multiple concepts', Scientific Reports, 14, http://dx.doi.org/10.1038/s41598-024-57468-2

Journal articles | 2024

Mortazavi A; Ghasri M; Ray T, 2024, 'A linearly decreasing deterministic annealing algorithm for the multi-vehicle dial-a-ride problem', PLoS ONE, 19, http://dx.doi.org/10.1371/journal.pone.0292683

Journal articles | 2024

Mortazavi A; Ghasri M; Ray T, 2024, 'Corrigendum to “Integrated demand responsive transport in low-demand areas: A case study of Canberra, Australia” [Transp. Res. Part D: Transport Environ. 127 (2024) 104036]', Transportation Research Part D: Transport and Environment, 130, http://dx.doi.org/10.1016/j.trd.2024.104201

Journal articles | 2024

Mortazavi A; Ghasri M; Ray T, 2024, 'Integrated Demand Responsive transport in Low-Demand Areas: A case study of Canberra, Australia', Transportation Research Part D: Transport and Environment, 127, http://dx.doi.org/10.1016/j.trd.2023.104036

Journal articles | 2024

Niloy RS; Singh HK; Ray T, 2024, 'A benchmark test suite for evolutionary multi-objective multi-concept optimization', Swarm and Evolutionary Computation, 84, pp. 101429, http://dx.doi.org/10.1016/j.swevo.2023.101429

Journal articles | 2023

Kenny A; Ray T; Singh HK, 2023, 'An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems', IEEE Transactions on Evolutionary Computation, 27, pp. 520 - 534, http://dx.doi.org/10.1109/TEVC.2022.3170970

Journal articles | 2023

Rahi KH; Singh HK; Ray T, 2023, 'A Steady-State Algorithm for Solving Expensive Multiobjective Optimization Problems with Nonparallelizable Evaluations', IEEE Transactions on Evolutionary Computation, 27, pp. 1544 - 1558, http://dx.doi.org/10.1109/TEVC.2022.3219062

Journal articles | 2023

Rana MJ; Zaman F; Ray T; Sarker R, 2023, 'EV Hosting Capacity Enhancement in a Community Microgrid Through Dynamic Price Optimization-Based Demand Response', IEEE Transactions on Cybernetics, 53, pp. 7431 - 7442, http://dx.doi.org/10.1109/TCYB.2022.3196651

Journal articles | 2023

Wang B; Singh HK; Ray T, 2023, 'Adjusting normalization bounds to improve hypervolume based search for expensive multi-objective optimization', Complex and Intelligent Systems, 9, pp. 1193 - 1209, http://dx.doi.org/10.1007/s40747-021-00590-9

Journal articles | 2022

Mamun MM; Singh HK; Ray T, 2022, 'A Multifidelity Approach for Bilevel Optimization with Limited Computing Budget', IEEE Transactions on Evolutionary Computation, 26, pp. 392 - 399, http://dx.doi.org/10.1109/TEVC.2021.3120111

Journal articles | 2022

Mamun MM; Singh HK; Ray T, 2022, 'An approach for computationally expensive multi-objective optimization problems with independently evaluable objectives', Swarm and Evolutionary Computation, 75, pp. 101146, http://dx.doi.org/10.1016/j.swevo.2022.101146

Journal articles | 2022

Ray T; Singh HK; Rahi KH; Rodemann T; Olhofer M, 2022, 'Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information', Applied Soft Computing, 119, http://dx.doi.org/10.1016/j.asoc.2022.108505

Journal articles | 2022

Singh HK; Ray T; Rana MJ; Limmer S; Rodemann T; Olhofer M, 2022, 'Investigating the Use of Linear Programming and Evolutionary Algorithms for Multi-Objective Electric Vehicle Charging Problem', IEEE Access, 10, pp. 115322 - 115337, http://dx.doi.org/10.1109/ACCESS.2022.3218058

Journal articles | 2022

Tarek M; Ray T, 2022, 'Approximation schemes for stochastic compliance-based topology optimization with many loading scenarios', Structural and Multidisciplinary Optimization, 65, http://dx.doi.org/10.1007/s00158-022-03221-0

Journal articles | 2021

Gharleghi R; Wright H; Luvio V; Jepson N; Luo Z; Senthurnathan A; Babaei B; Prusty BG; Ray T; Beier S, 2021, 'A multi-objective optimization of stent geometries', Journal of Biomechanics, 125, pp. 110575, http://dx.doi.org/10.1016/j.jbiomech.2021.110575

Journal articles | 2021

Rahi KH; Singh HK; Ray T, 2021, 'Evolutionary Algorithm Embedded with Bump-Hunting for Constrained Design Optimization', Journal of Mechanical Design, 143, http://dx.doi.org/10.1115/1.4047688

Journal articles | 2021

Rahi KH; Singh HK; Ray T, 2021, 'Feasibility-ratio based sequencing for computationally efficient constrained optimization', Swarm and Evolutionary Computation, 62, pp. 100850, http://dx.doi.org/10.1016/j.swevo.2021.100850

Journal articles | 2021

Rahi KH; Singh HK; Ray T, 2021, 'Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization', IEEE Transactions on Evolutionary Computation, 25, pp. 1103 - 1117, http://dx.doi.org/10.1109/TEVC.2021.3078486

Journal articles | 2021

Rana MJ; Rahi KH; Ray T; Sarker R, 2021, 'An efficient optimization approach for flexibility provisioning in community microgrids with an incentive-based demand response scheme', Sustainable Cities and Society, 74, http://dx.doi.org/10.1016/j.scs.2021.103218

Journal articles | 2021

Rana MJ; Zaman F; Ray T; Sarker R, 2021, 'Real-time scheduling of community microgrid', Journal of Cleaner Production, 286, http://dx.doi.org/10.1016/j.jclepro.2020.125419

Journal articles | 2021

Tarek M; Ray T, 2021, 'Robust and stochastic compliance-based topology optimization with finitely many loading scenarios', Structural and Multidisciplinary Optimization, 64, pp. 3439 - 3452, http://dx.doi.org/10.1007/s00158-021-03022-x

Journal articles | 2020

Rana MJ; Zaman F; Ray T; Sarker R, 2020, 'Heuristic enhanced evolutionary algorithm for community microgrid scheduling', IEEE Access, 8, pp. 76500 - 76515, http://dx.doi.org/10.1109/ACCESS.2020.2989795

Journal articles | 2020

Senthurnathan A; Gharleghi R; Wright H; Liu J; Prusty G; Ray T; Beier S, 2020, '596 Assessment of Longitudinal Integrity of Stents Optimized for Haemodynamic Performance', Heart, Lung and Circulation, 29, pp. S305 - S306, http://dx.doi.org/10.1016/j.hlc.2020.09.603

Journal articles | 2020

Tarek M; Ray T, 2020, 'Adaptive continuation solid isotropic material with penalization for volume constrained compliance minimization', Computer Methods in Applied Mechanics and Engineering, 363, http://dx.doi.org/10.1016/j.cma.2020.112880

Journal articles | 2019

Chand S; Singh H; Ray T, 2019, 'Evolving heuristics for the resource constrained project scheduling problem with dynamic resource disruptions', Swarm and Evolutionary Computation, 44, pp. 897 - 912, http://dx.doi.org/10.1016/j.swevo.2018.09.007

Journal articles | 2019

Chand S; Singh H; Ray T, 2019, 'Evolving rollout-justification based heuristics for resource constrained project scheduling problems', Swarm and Evolutionary Computation, 50, http://dx.doi.org/10.1016/j.swevo.2019.07.002

Journal articles | 2019

Habib A; K. Singh H; Ray T, 2019, 'A multiple surrogate assisted multi/many-objective multi-fidelity evolutionary algorithm', Information Sciences, 502, pp. 537 - 557, http://dx.doi.org/10.1016/j.ins.2019.06.016

Journal articles | 2019

Habib A; Singh HK; Chugh T; Ray T; Miettinen K, 2019, 'A multiple surrogate assisted decomposition-based evolutionary algorithm for expensive multi/many-objective optimization', IEEE Transactions on Evolutionary Computation, 23, pp. 1000 - 1014, http://dx.doi.org/10.1109/TEVC.2019.2899030

Journal articles | 2019

Liu C; Zhao Q; Yan B; Elsayed S; Ray T; Sarker R, 2019, 'Adaptive Sorting-Based Evolutionary Algorithm for Many-Objective Optimization', IEEE Transactions on Evolutionary Computation, 23, pp. 247 - 257, http://dx.doi.org/10.1109/TEVC.2018.2848254

Journal articles | 2019

Liu Z; Bhattacharjee KS; Tian FB; Young J; Ray T; Lai JCS, 2019, 'Kinematic optimization of a flapping foil power generator using a multi-fidelity evolutionary algorithm', Renewable Energy, 132, pp. 543 - 557, http://dx.doi.org/10.1016/j.renene.2018.08.015

Journal articles | 2019

Singh HK; Islam MM; Ray T; Ryan M, 2019, 'Nested evolutionary algorithms for computationally expensive bilevel optimization problems: Variants and their systematic analysis', Swarm and Evolutionary Computation, 48, pp. 329 - 344, http://dx.doi.org/10.1016/j.swevo.2019.05.002

Journal articles | 2018

Bhattacharjee KS; Singh HK; Ray T, 2018, 'Multiple surrogate-Assisted many-objective optimization for computationally expensive engineering design', Journal of Mechanical Design, 140, http://dx.doi.org/10.1115/1.4039450

Journal articles | 2018

Chand S; Huynh Q; Singh H; Ray T; Wagner M, 2018, 'On the use of genetic programming to evolve priority rules for resource constrained project scheduling problems', Information Sciences, 432, pp. 146 - 163, http://dx.doi.org/10.1016/j.ins.2017.12.013

Journal articles | 2018

Elsayed S; Sarker R; Coello CC; Ray T; Coello Coello C, 2018, 'Adaptation of operators and continuous control parameters in differential evolution for constrained optimization', Soft Computing, 22, pp. 6595 - 6616, http://dx.doi.org/10.1007/s00500-017-2712-6

Journal articles | 2018

Habib A; Singh HK; Ray T, 2018, 'A multiple surrogate assisted evolutionary algorithm for optimization involving iterative solvers', Engineering Optimization, 50, pp. 1625 - 1644, http://dx.doi.org/10.1080/0305215X.2017.1401068

Journal articles | 2018

Huynh QN; Chand S; Singh HK; Ray T, 2018, 'Genetic Programming With Mixed-Integer Linear Programming-Based Library Search', IEEE Transactions on Evolutionary Computation, 22, pp. 733 - 747, http://dx.doi.org/10.1109/TEVC.2018.2840056

Journal articles | 2018

Singh HK; Ray T; Bhattacharjee KS, 2018, 'Distance based subset selection for benchmarking in evolutionary multi/many-objective optimization', IEEE Transactions on Evolutionary Computation, pp. 1 - 10, http://dx.doi.org/10.1109/TEVC.2018.2883094

Journal articles | 2018

Zaman F; Elsayed SM; Ray T; Sarker RA, 2018, 'Evolutionary Algorithms for Finding Nash Equilibria in Electricity Markets', IEEE Transactions on Evolutionary Computation, 22, pp. 536 - 549, http://dx.doi.org/10.1109/TEVC.2017.2742502

Journal articles | 2017

Alam K; Ray T; Anavatti SG, 2017, 'Design Optimization of an Unmanned Underwater Vehicle Using Low- A nd High-Fidelity Models', IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47, pp. 2794 - 2808, http://dx.doi.org/10.1109/TSMC.2015.2390592

Journal articles | 2017

Asafuddoula M; Singh HK; Ray T, 2017, 'An Enhanced Decomposition-Based Evolutionary Algorithm With Adaptive Reference Vectors', IEEE Transactions on Cybernetics, http://dx.doi.org/10.1109/TCYB.2017.2737519

Journal articles | 2017

Bhattacharjee KS; Singh HK; Ray T, 2017, 'A novel decomposition-based evolutionary algorithm for engineering design optimization', Journal of Mechanical Design, 139, http://dx.doi.org/10.1115/1.4035862

Journal articles | 2017

Bhattacharjee KS; Singh HK; Ray T, 2017, 'An approach to generate comprehensive piecewise linear interpolation of pareto outcomes to aid decision making', Journal of Global Optimization, 68, pp. 71 - 93, http://dx.doi.org/10.1007/s10898-016-0454-0

Journal articles | 2017

Bhattacharjee KS; Singh HK; Ryan M; Ray T, 2017, 'Bridging the gap: Many-objective optimization and informed decision-making', IEEE Transactions on Evolutionary Computation, 21, pp. 813 - 820, http://dx.doi.org/10.1109/TEVC.2017.2687320

Journal articles | 2017

Branke J; Asafuddoula M; Bhattacharjee KS; Ray T, 2017, 'Efficient Use of Partially Converged Simulations in Evolutionary Optimization', IEEE Transactions on Evolutionary Computation, 21, pp. 52 - 64, http://dx.doi.org/10.1109/TEVC.2016.2569018

Journal articles | 2017

Elsayed S; Sarker R; Ray T; Coello CC; Coello Coello C, 2017, 'Consolidated optimization algorithm for resource-constrained project scheduling problems', Information Sciences, 418-419, pp. 346 - 362, http://dx.doi.org/10.1016/j.ins.2017.08.023

Journal articles | 2017

Islam MM; Singh HK; Ray T; Sinha A, 2017, 'An enhanced memetic algorithm for Single-Objective bilevel optimization problems', Evolutionary Computation, 25, pp. 607 - 642, http://dx.doi.org/10.1162/EVCO_a_00198

Journal articles | 2017

Islam MM; Singh HK; Ray T, 2017, 'A surrogate assisted approach for single-objective bilevel optimization', IEEE Transactions on Evolutionary Computation, 21, pp. 681 - 696, http://dx.doi.org/10.1109/TEVC.2017.2670659

Journal articles | 2017

Li C; Anavatti SG; Ray T, 2017, 'A Path-Based Solution Algorithm for Dynamic Traffic Assignment', Networks and Spatial Economics, 17, pp. 841 - 860, http://dx.doi.org/10.1007/s11067-017-9346-1

Journal articles | 2017

Zaman F; Elsayed SM; Ray T; Sarker RA, 2017, 'Co-evolutionary approach for strategic bidding in competitive electricity markets', Applied Soft Computing Journal, 51, pp. 1 - 22, http://dx.doi.org/10.1016/j.asoc.2016.11.049

Journal articles | 2017

Zhang Z; Zhan C; Shankar K; Morozov EV; Singh HK; Ray T, 2017, 'Sensitivity analysis of inverse algorithms for damage detection in composites', Composite Structures, 176, pp. 844 - 859, http://dx.doi.org/10.1016/j.compstruct.2017.06.019

Journal articles | 2016

Bhattacharjee KS; Singh HK; Ray T, 2016, 'Multi-Objective Optimization with Multiple Spatially Distributed Surrogates', Journal of Mechanical Design, 138, http://dx.doi.org/10.1115/1.4034035

Journal articles | 2016

Hassanein O; Anavatti SG; Shim H; Ray T, 2016, 'Model-based adaptive control system for autonomous underwater vehicles', Ocean Engineering, 127, pp. 58 - 69, http://dx.doi.org/10.1016/j.oceaneng.2016.09.034

Journal articles | 2016

Kumar Singh H; Shankar Bhattacharjee K; Ray T, 2016, 'A Projection-Based Approach for Constructing Piecewise Linear Pareto Front Approximations', Journal of Mechanical Design, 138, http://dx.doi.org/10.1115/1.4033991

Journal articles | 2016

Li C; Gopalarao S; Ray T, 2016, 'A path-based flow formulation for the traffic assignment problem', Transportation Planning and Technology, 39, pp. 597 - 611, http://dx.doi.org/10.1080/03081060.2016.1187810

Journal articles | 2016

Wang C; Shankar K; Ashraf MA; Morozov EV; Ray T, 2016, 'Surrogate-assisted optimisation design of composite riser', Proceedings of the Institution of Mechanical Engineers, Part L: Journal of Materials: Design and Applications, 230, pp. 18 - 34, http://dx.doi.org/10.1177/1464420714539304

Journal articles | 2016

Zaman F; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary algorithms for power generation planning with uncertain renewable energy', Energy, 112, pp. 408 - 419, http://dx.doi.org/10.1016/j.energy.2016.06.083

Journal articles | 2016

Zaman MF; Elsayed ; Ray ; Sarker , 2016, 'Configuring two-algorithm-based evolutionary approach for solving dynamic economic dispatch problems', Engineering Applications of Artificial Intelligence, 53, pp. 105 - 125, http://dx.doi.org/10.1016/j.engappai.2016.04.001

Journal articles | 2016

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'Evolutionary Algorithms for Dynamic Economic Dispatch Problems', IEEE Transactions on Power Systems, 31, pp. 1486 - 1495, http://dx.doi.org/10.1109/TPWRS.2015.2428714

Journal articles | 2015

Asafuddoula M; Ray T; Sarker R, 2015, 'A decomposition-based evolutionary algorithm for many objective optimization', IEEE Transactions on Evolutionary Computation, 19, pp. 445 - 460, http://dx.doi.org/10.1109/TEVC.2014.2339823

Journal articles | 2015

Asafuddoula M; Ray T; Sarker R, 2015, 'A differential evolution algorithm with constraint sequencing: An efficient approach for problems with inequality constraints', Applied Soft Computing Journal, 36, pp. 101 - 113, http://dx.doi.org/10.1016/j.asoc.2015.07.007

Journal articles | 2015

Asafuddoula M; Ray T; Sarker R, 2015, 'An Improved Self-Adaptive Constraint Sequencing approach for constrained optimization problems', Applied Mathematics and Computation, 253, pp. 23 - 39, http://dx.doi.org/10.1016/j.amc.2014.12.032

Journal articles | 2015

Asafuddoula M; Singh HK; Ray T, 2015, 'Six-Sigma Robust Design Optimization Using a Many-Objective Decomposition-Based Evolutionary Algorithm', IEEE Transactions on Evolutionary Computation, 19, pp. 490 - 507, http://dx.doi.org/10.1109/TEVC.2014.2343791

Journal articles | 2015

Ray T; Asafuddoula M; Kumar Singh H; Alam K, 2015, 'An Approach to Identify Six Sigma Robust Solutions of Multi/Many-Objective Engineering Design Optimization Problems', Journal of Mechanical Design, 137, http://dx.doi.org/10.1115/1.4029704

Journal articles | 2014

Alam K; Ray T; Anavatti SG, 2014, 'A brief taxonomy of autonomous underwater vehicle design literature', Ocean Engineering, 88, pp. 627 - 630, http://dx.doi.org/10.1016/j.oceaneng.2014.04.027

Journal articles | 2014

Alam K; Ray T; Anavatti SG, 2014, 'Design and construction of an autonomous underwater vehicle', Neurocomputing, 142, pp. 16 - 29, http://dx.doi.org/10.1016/j.neucom.2013.12.055

Journal articles | 2014

Asafuddoula M; Ray T; Sarker R, 2014, 'An adaptive hybrid differential evolution algorithm for single objective optimization', Applied Mathematics and Computation, 231, pp. 601 - 618, http://dx.doi.org/10.1016/j.amc.2014.01.041

Journal articles | 2014

Ihesiulor O; Shankar K; Zhang Z; Ray T, 2014, 'Validation of algorithms for delamination detection in composite structures using experimental data', Journal of Composite Materials, 48, pp. 969 - 983, http://dx.doi.org/10.1177/0021998313480414

Journal articles | 2014

Ihesiulor OK; Shankar K; Zhang Z; Ray T, 2014, 'Delamination detection with error and noise polluted natural frequencies using computational intelligence concepts', Composites Part B: Engineering, 56, pp. 906 - 925, http://dx.doi.org/10.1016/j.compositesb.2013.09.032

Journal articles | 2014

Khan MS; Ayob AFM; Ray T, 2014, 'An efficient Memetic algorithm for 3D shape Matching problems', Engineering Optimization, 46, pp. 687 - 703, http://dx.doi.org/10.1080/0305215X.2013.795559

Journal articles | 2014

Liu M; Singh HK; Ray T, 2014, 'Application specific instance generator and a memetic algorithm for capacitated arc routing problems', Transportation Research Part C: Emerging Technologies, 43, pp. 249 - 266, http://dx.doi.org/10.1016/j.trc.2014.04.001

Journal articles | 2014

Sarker RA; Elsayed SM; Ray T, 2014, 'Differential evolution with dynamic parameters selection for optimization problems', IEEE Transactions on Evolutionary Computation, 18, pp. 689 - 707, http://dx.doi.org/10.1109/TEVC.2013.2281528

Journal articles | 2013

Anavatti SG; Ray T; Kirsanov A, 2013, 'Path Planning for the Autonomous Underwater Vehicle', , http://www.google.com.au/url?sa=t&rct=j&q=&esrc=s&source=web&cd=5&cad=rja&uact=8&ved=0CEIQFjAE&url=http://link.springer.com/chapter/10.1007%252F978-3-319-03756-1_43&ei=yVoyU7y-JoG-kAXQ6oHQBA&usg=AFQjCNHdlZQo31rt7htOZ90QstBG16MiVQ&bvm=bv.63738703,d.dGI

Journal articles | 2013

Asaf MA; Ray T; Sarker R, 2013, 'A Decomposition Based Evolutionary Algorithm for Many Objective Optimization with Systematic Sampling and Adaptive Epsilon Control', Evolutionary multi-criterion optimization : 7th International Conference, EMO 2013, Proceedings. LNCS v. 7811, 7811, pp. 413 - 427, http://dx.doi.org/10.1007/978-3-642-37140-0_32

Journal articles | 2013

Hassan O; Sreenatha AG; Ray T, 2013, 'Black-box tool for nonlinear system identification based upon fuzzy system', International Journal of Computational Intelligence and Applications, 12, pp. 1350009-1 - 1350009-21, http://dx.doi.org/10.1142/S1469026813500090

Journal articles | 2013

Ihesiulor O; Shankar K; Zhang Z; Ray T, 2013, 'Efficiencies of algorithms for vibration-based delamination detection: A comparative study', JOURNAL OF MECHANICS OF MATERIALS AND STRUCTURES, 8, pp. 247 - 281, http://dx.doi.org/10.2140/jomms.2013.8.247

Journal articles | 2013

Li C; Anavatt SG; Ray T, 2013, 'Analytical hierarchy process using fuzzy inference technique for real time route guidance system', IEEE Transactions on Intelligent Transportation Systems

Journal articles | 2013

Ray T; Anavatti S; Hassanein O, 2013, 'Hybrid Neuro-Fuzzy Network Identification for Autonomous Underwater Vehicles', , http://www.google.com.au/url?sa=t&rct=j&q=&esrc=s&source=web&cd=3&ved=0CDcQFjAC&url=http://link.springer.com/chapter/10.1007%252F978-3-319-03756-1_26&ei=yVoyU7y-JoG-kAXQ6oHQBA&usg=AFQjCNGM3LkFPDd56j3hacP2zHLHgjD8Qg&bvm=bv.63738703,d.dGI&cad=rja

Journal articles | 2013

Singh HK; Ray T; Sarker R, 2013, 'Optimum Oil Production Planning Using Infeasibility Driven Evolutionary Algorithm', Evolutionary Computation, 21, pp. 65 - 82, http://dx.doi.org/10.1162/EVCO_a_00064

Journal articles | 2013

Zhang Z; Shankar K; Ray T; Morozov EV; Tahtali M, 2013, 'Vibration-Based Inverse Algorithms for Detection of Delamination in Composites', Composite Structures, 102, pp. 226 - 236, http://dx.doi.org/10.1016/j.compstruct.2013.03.012

Journal articles | 2012

Alam ; Ray T; Sreenatha AG, 2012, 'A new robust design optimization approach for unmanned underwater vehicle design', Proceedings of the Institution of Mechanical Engineers. Proceedings Part M, Journal of Engineering for the Maritime Environment, 226, pp. 235 - 249, http://dx.doi.org/10.1177/1475090211435450

Journal articles | 2012

Alam ; Ray T; Sreenatha AG, 2012, 'An Evolutionary Approach for the Design of Autonomous Underwater Vehicles', Lecture Notes in Computer Science, 7691, pp. 279 - 290, http://dx.doi.org/10.1007/978-3-642-35101-3_24

Journal articles | 2012

Asaf MA; Ray T; Sarker R, 2012, 'A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing', AI-2012: Advances in Artificial Intelligence. LNCS v. 7691, 7691, pp. 182 - 193, http://dx.doi.org/10.1007/978-3-642-35101-3_16

Journal articles | 2012

Hassan O; Sreenatha AG; Ray T, 2012, 'Improved Fuzzy Neural Modeling for Underwater Vehicles', World Academy of Science, Engineering and Technology, Nov. 2012, pp. 1208 - 1214, http://www.waset.org/journals/waset/v71.php

Journal articles | 2012

Khan MS; Mohamad ayob A; Isaacs A; Ray T, 2012, 'A smart repair embedded memetic algorithm for 2D shape matching problems', Engineering Optimization, 44, pp. 1229 - 1243, http://dx.doi.org/10.1080/0305215X.2011.634408

Journal articles | 2012

Li C; Anavatti SG; Ray T, 2012, 'Implementing analytical hierarchy process using fuzzy inference technique in route guidance system', Proceedings of the 2012 International Conference on Artificial Intelligence, ICAI 2012, 2, pp. 1003 - 1008

Journal articles | 2012

Liu M; Ray T, 2012, 'Efficient solution of capacitated arc routing problems with a limited computational budget', AI-2012: Advances in Artificial Intelligence. LNCS v. 7691, 7691, pp. 791 - 802, http://dx.doi.org/10.1007/978-3-642-35101-3_67

Journal articles | 2012

Mohamad Ayob AF; Mohamad Ayob AF; Ray T; Smith W, 2012, 'A Hydrodynamic Preliminary Design Optimization Framework for High Speed Planing Craft', Journal of Ship Research, 56, pp. 35 - 47, http://dx.doi.org/10.5957/jsr.2012.56.1.35

Journal articles | 2012

Mohamad ayob A; Ray T; Smith WF, 2012, 'A Hydrodynamic Preliminary Design Optimization Framework for High Speed Planing Craft', Journal of Ship Research, 56, pp. 35 - 47, http://dx.doi.org/10.5957/JOSR.56.1.100056

Journal articles | 2012

Mohamad ayob A; Ray T; Smith WF, 2012, 'Beyond Hydrodynamic Design Optimization of Planing Craft', Transactions - The Society of Naval Architects and Marine Engineers, 119, pp. 473 - 485

Journal articles | 2011

Elsayed ; Sarker R; Essam D, 2011, 'Multi-operator based evolutionary algorithms for solving constrained optimization problems', Computers and Operations Research, 38, pp. 1877 - 1896, http://dx.doi.org/10.1016/j.cor.2011.03.003

Journal articles | 2011

Hassan O; Sreenatha AG; Ray T, 2011, 'Robust Position Control for Two-Link Manipulator', International Journal of Artificial Intelligence, 7, pp. 347 - 359, http://ceser.in/ceserp/index.php/ijai/index

Journal articles | 2011

Hassanein OI; Anavatti SG; Ray T, 2011, 'Robust position control for two-link manipulator', International Journal of Artificial Intelligence, 7, pp. 347 - 359

Journal articles | 2011

Li C; Anavatti SG; Ray T, 2011, 'Short-term traffic flow prediction using different techniques', IECON Proceedings (Industrial Electronics Conference), pp. 2423 - 2428, http://dx.doi.org/10.1109/IECON.2011.6119689

Journal articles | 2011

Mohamad Ayob A; Ray T; Smith WF, 2011, 'Uncovering secrets behind low-resistance planing craft hull forms through optimization', Engineering Optimization, 43, pp. 1161 - 1173, http://dx.doi.org/10.1080/0305215X.2010.546841

Journal articles | 2011

Mohamad ayob A; Ray T; Smith WF, 2011, 'Beyond Hydrodynamic Design Optimization of Planing Craft', Journal of Ship Production, 27, pp. 1 - 13, http://www.ingentaconnect.com/content/sname/jspd/2011/00000027/00000001/art00001

Journal articles | 2011

Ogawa H; Alazet Y; Pudsey A; Boyce RR; Isaacs A; Ray T, 2011, 'Full flow-path optimization of axisymmetric scramjet engines', 17th AIAA International Space Planes and Hypersonic Systems and Technologies Conference 2011, http://dx.doi.org/10.2514/6.2011-2347

Journal articles | 2011

Saha A; Ray T, 2011, 'Practical robust design optimization using evolutionary algorithms', Journal of Mechanical Design, 133, pp. 101012-1 - 101012-19, http://dx.doi.org/10.1115/1.4004807

Journal articles | 2011

Sarker R; Ray T, 2011, 'Agent-based evolutionary algorithms: Emerging paradigm or buzzwords?', ORMS Today, 38, pp. 44 - 48, https://www.informs.org/ORMS-Today/Public-Articles/October-Volume-38-Number-5/Agent-based-evolutionary-algorithms-Emerging-paradigm-or-buzzwords

Journal articles | 2011

Singh HK; Isaacs A; Ray T, 2011, 'A Pareto Corner Search Evolutionary Algorithm and Dimensionality Reduction in Many-Objective Optimization Problems', IEEE Transactions on Evolutionary Computation, 15, pp. 539 - 556, http://dx.doi.org/10.1109/TEVC.2010.2093579

Journal articles | 2011

Sul J; Prusty BG; Ray T, 2011, 'Prediction of low cycle fatigue life of short fibre composites at elevated temperatures using surrogate modelling.', Composites Part B - Engineering, 42, pp. 1453 - 1460, http://dx.doi.org/10.1016/j.compositesb.2011.04.047

Journal articles | 2010

Ogawa H; Boyce RR; Isaacs A; Ray T, 2010, 'Multi-objective Design Optimisation of Inlet and Combustor for Axisymmetric Scramjets', The Open Thermodynamics Journal, 4, pp. 86 - 91, http://dx.doi.org/10.2174/1874396X01004010086

Journal articles | 2010

Samal MK; Sreenatha AG; Ray T; Garratt MA, 2010, 'A Computationally Efficient Approach for NN Based System Identification of a Rotary Wing UAV', International Journal of Control Automation and Systems, 8, pp. 727 - 734, http://www.springerlink.com/content/t4v7193l46333851/fulltext.pdf

Journal articles | 2010

Singh HK; Ray T; Smith WF, 2010, 'C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization', Information Sciences, 180, pp. 2499 - 2513, http://dx.doi.org/10.1016/j.ins.2010.03.021

Journal articles | 2009

Isaacs A; Ray T; Smith WF, 2009, 'Multi-objective design optimisation using multiple adaptive spatially distributed surrogates', International Journal of Product Development, 9, pp. 188 - 217, http://dx.doi.org/10.1504/IJPD.2009.026179

Journal articles | 2009

Sarker R; Ray T, 2009, 'An improved evolutionary algorithm for solving multi-objective crop planning models', Computers and Electronics in Agriculture, 68, pp. 191 - 199, http://dx.doi.org/10.1016/j.compag.2009.06.002

Journal articles | 2008

Isaacs A; Ray T; Tsai HM, 2008, 'Constrained Aerodynamic Shape Optimization using an Evolutionary Algorithm with Spatially Distributed Surrogates', Collection of Technical Papers - AIAA Applied Aerodynamics Conference, http://dx.doi.org/10.2514/6.2008-6225

Journal articles | 2008

Narayan Ramanath D; Ray T; Boyce RR, 2008, 'Evolutionary algorithm shape optimization of a hypersonic flight experiment nose cone', Journal of Spacecraft and Rockets, 45, 3, pp. 428 - 437, http://dx.doi.org/10.2514/1.33826

Journal articles | 2008

Ray T; Sarker R, 2008, 'EA for solving combined machine layout and job assignment problems', JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 4, pp. 631 - 646

Journal articles | 2008

Ray T; Sarker R, 2008, 'Evolutionary algorithms deliver promising results to gas lift optimization problems', World Oil, 229, pp. 141 - 142

Journal articles | 2007

Briggs GP; Ray T; Milthorpe JF, 2007, 'Optimal design of an Australian medium launch vehicle', Innovations in Systems and Software Engineering, 3, pp. 105 - 116, http://dx.doi.org/10.1007/s11334-007-0022-3

Journal articles | 2007

Liew KM; Ray T; Tan PK, 2007, 'Computational Swarm Strategies for Single Objective Design Optimization Problems', International Journal for Computational Methods in Engineering Science and Mechanics, 8, pp. 11 - 21, http://dx.doi.org/10.1080/15502280601006173

Journal articles | 2007

Ray T; Sarker R, 2007, 'Genetic algorithm for solving a gas lift optimization problem', Journal of Petroleum Science and Engineering, 59, pp. 84 - 96, http://dx.doi.org/10.1016/j.petrol.2007.03.004

Journal articles | 2006

Ray T; Smith WF, 2006, 'A surrogate assisted parallel multiobjective evolutionary algorithm for robust engineering design', Engineering Optimization, 38, pp. 997 - 1011, http://dx.doi.org/10.1080/03052150600882538

Journal articles | 2005

Venkatarajalu NV; Ray T; Gan Y, 2005, 'Multilayer Dielectric Filter Design Using a Multiobjective Evolutionary Algorithm', IEEE Transactions on Antennas and Propagation, 53, pp. 3625 - 3632, http://dx.doi.org/10.1109/TAP.2005.858565

Journal articles | 2005

Won K; Ray T, 2005, 'A framework for design optimization using surrogates', Engineering Optimization, 37, pp. 685 - 703, http://dx.doi.org/10.1080/03052150500211911

Journal articles | 2004

Liew KM; He XQ; Ray T, 2004, 'On the use of computational intelligence in the optimal shape control of functionally graded smart plates', Computer Methods in Applied Mechanics and Engineering, 193, pp. 4475 - 4492, http://dx.doi.org/10.1016/j.cma.2004.02.016

Journal articles | 2004

Liew KM; Ray T; Tan H; Tan MJ, 2004, 'Optimal Process Design of Sheet Metal Forming for Minimum Spring-back via an Integrated Neural Network Evolutionary Algorithm', Structural and Multidisciplinary Optimization, 26, pp. 284 - 294, http://dx.doi.org/10.1007/s00158-003-0347-y

Journal articles | 2004

Liew KM; Tan PK; Ray T, 2004, 'Leader Identification and Leader Selection: Its Effect on a Swarm’s Performance for Multi-objective Design Optimization Problems', Structural and Multidisciplinary Optimization, 28, pp. 156 - 169, http://dx.doi.org/10.1007/s00158-004-0431-y

Journal articles | 2004

Ray T; Tsai HM, 2004, 'Swarm Algorithm for Single and Multi-objective Airfoil Design Optimization', AIAA American Institute of Aeronautics and Astronautics Journal, 42, pp. 366 - 373, http://www.aiaa.org/content.cfm?pageid=318

Journal articles | 2004

Venkatarajalu NV; Ray T, 2004, 'Optimum Design of Yagi-Uda Antennas Using Computational Intelligence', IEEE Transactions on Antennas and Propagation, 52, pp. 1811 - 1818, http://dx.doi.org/10.1109/TAP.2004.831338

Journal articles | 2003

Ray T; Liew KM, 2003, 'Society and Civilization: An Optimization Algorithm Based on the Simulation of Social Behaviour', IEEE Transactions on Evolutionary Computation, 7, pp. 386 - 396, http://dx.doi.org/10.1109/TEVC.2003.814902

Journal articles | 2003

Ray T, 2003, 'Golinski’s Speed Reducer Problem Revisited', AIAA American Institute of Aeronautics and Astronautics Journal, 41, pp. 556 - 558, http://dx.doi.org/10.2514/2.1984

Journal articles | 2002

Akhtar S; Tai K; Ray T, 2002, 'A Socio-Behavioural Simulation Model for Engineering Design Optimization', Engineering Optimization, 34, pp. 341 - 354, http://dx.doi.org/10.1080/03052150212723

Journal articles | 2002

Akhtar S; Tai K; Ray T, 2002, 'A socio-behavioural simulation model for engineering design optimization', ENGINEERING OPTIMIZATION, 34, pp. 341 - 354, http://dx.doi.org/10.1080/03052150212723

Journal articles | 2002

Liew KM; Ray T; Tan H; Tan MJ, 2002, 'Evolutionary Optimization and use of Neural Network for Optimum Stamping Process Design for Minimum Spring-back', Journal of computing and information science in engineering, 2, pp. 38 - 44, http://dx.doi.org/10.1115/1.1482399

Journal articles | 2002

Ray T; Liew KM; Saini P, 2002, 'An Intelligent Information Sharing Strategy within a Swarm for Unconstrained and Constrained Optimization Problems', Soft Computing, 6, pp. 38 - 44, http://dx.doi.org/10.1007/s005000100130

Journal articles | 2002

Ray T; Liew KM, 2002, 'A Swarm Metaphor for Multi-objective Design Optimization', Engineering Optimization, 34, pp. 141 - 153, http://dx.doi.org/10.1080/03052150210915

Journal articles | 2002

Ray T; Liew KM, 2002, 'A swarm metaphor for multiobjective design optimization', ENGINEERING OPTIMIZATION, 34, pp. 141 - 153, http://dx.doi.org/10.1080/03052150210915

Journal articles | 2002

Ray T; Saini P, 2002, 'Engineering Design Optimization using a Swarm with an Intelligent Information Sharing among Individuals', Engineering Optimization, 33, pp. 735 - 748, http://dx.doi.org/10.1080/03052150108940941

Journal articles | 2002

Ray T; Tsai HM; Tan CM, 2002, 'Effects of solver fidelity on a parallel search algorithm's performance for airfoil shape optimization problems', 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization

Journal articles | 2002

Tai K; Guang YC; Ray T, 2002, 'Design Synthesis of Path Generating Compliant Mechanisms by Evolutionary Optimization of Topology and Shape', Journal of Mechanical Design, 124, pp. 492 - 500, http://dx.doi.org/10.1115/1.1480818

Journal articles | 2001

Ray T; Tai K; Seow KC, 2001, 'Multi-objective Design Optimization by an Evolutionary Algorithm', Engineering Optimization, 33, pp. 399 - 424, http://dx.doi.org/10.1080/03052150108940926

Journal articles | 2001

Ray T; Tai K, 2001, 'An Evolutionary Algorithm with a Multilevel Pairing Strategy for Single and Multi-objective Optimization', Foundations of Computing and Decision Sciences, 26, pp. 75 - 98

Journal articles | 1998

Ray T, 1998, 'Intelligent Concept Exploration using Artificial Neural Network Model', Transactions of Society of Naval Architects and Marine Engineers

Journal articles | 1996

Ray T; Gokarn RP; Sha OP, 1996, 'Neural Network Applications in Naval Architecture and Marine Engineering', Artificial Intelligence in Engineering, 1, pp. 213 - 226, http://dx.doi.org/10.1016/0954-1810(95)00030-5

Journal articles | 1995

Ray T; Gokarn RP; Sha OP, 1995, 'A Global Optimization Model for Ship Design', Computers in Industry, 26, pp. 175 - 192, http://dx.doi.org/10.1016/0166-3615(95)00003-M

Journal articles | 1994

Ray T; Gokarn RP; Sha OP, 1994, 'A Partial Discrete Optimization Model for Preliminary Ship Design', Journal of Institution of Naval Architects

Journal articles | 1994

Ray T; Sha OP, 1994, 'Multicriteria Optimization Model for a Containership Design', Marine Technology Society Journal, 31, pp. 258 - 268

Journal articles | 1994

Ray T; Sha OP, 1994, 'Multicriteria Optimization Model for a Containership Design', Marine Technology and SNAME News, 31, pp. 258 - 268, http://dx.doi.org/10.5957/mt1.1994.31.4.258
Conference Papers | 2024

Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2024, 'Using Bayesian Optimization to Improve Hyperparameter Search in TPOT', in GECCO 2024 - Proceedings of the 2024 Genetic and Evolutionary Computation Conference, pp. 340 - 348, http://dx.doi.org/10.1145/3638529.3654061

Conference Papers | 2024

Rahi K; Singh H; Ray T, 2024, 'Towards solving expensive optimization problems with heterogeneous constraint costs', in GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion, pp. 2032 - 2040, http://dx.doi.org/10.1145/3638530.3664105

Conference Papers | 2024

Wang B; Singh HK; Ray T, 2024, 'Improving the Performance of Bilevel Evolutionary Algorithms using Variable Associations', in 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings, http://dx.doi.org/10.1109/CEC60901.2024.10611784

Preprints | 2024

Wang B; Singh HK; Ray T, 2024, Pareto Set Prediction Assisted Bilevel Multi-objective Optimization, http://dx.doi.org/10.48550/arxiv.2409.03328

Preprints | 2023

Kapoor A; Jepson N; Bressloff NW; Loh PH; Ray T; Beier S, 2023, The Road to the Ideal Stent: A Review of Stent Design Optimisation Methods, Findings, and Opportunities, http://dx.doi.org/10.48550/arxiv.2309.08092

Conference Papers | 2023

Kenny A; Ray T; Limmer S; Singh HK; Rodemann T; Olhofer M, 2023, 'Hybridizing TPOT with Bayesian Optimization', in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, pp. 502 - 510, http://dx.doi.org/10.1145/3583131.3590364

Conference Papers | 2023

Lette M; Rahi KH; Singh HK; Ray T, 2023, 'Vertical-Axis Wind Turbine Design Using Surrogate-Assisted Optimization with Physical Experiments In-loop', in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, Lisbon (hybrid), pp. 1391 - 1399, presented at GECCO '23: Genetic and Evolutionary Computation Conference, Lisbon (hybrid), 15 July 2023, https://dl.acm.org/doi/abs/10.1145/3583131.3590462

Conference Papers | 2023

Niloy RS; Singh HK; Ray T, 2023, 'A Brief Review of Multi-Concept Multi-Objective Optimization Problems', in 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1511 - 1517, presented at 2023 IEEE Symposium Series on Computational Intelligence (SSCI), 05 December 2023 - 08 December 2023, http://dx.doi.org/10.1109/SSCI52147.2023.10371911

Conference Papers | 2023

Rahi KH; Singh HK; Ray T, 2023, 'A Generalized Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2023 IEEE Congress on Evolutionary Computation (CEC), 01 July 2023 - 05 July 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254148

Conference Papers | 2023

Wang B; Singh HK; Ray T, 2023, 'An Evaluation of Simple Solution Transfer Strategies for Bilevel Multiobjective Optimization', in 2023 IEEE Congress on Evolutionary Computation, CEC 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2023 IEEE Congress on Evolutionary Computation (CEC), 01 July 2023 - 05 July 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254108

Conference Papers | 2022

Huynh Q; Singh H; Ray T; Oyama A, 2022, 'Improved Genetic Programming for Symbolic Regression: Case Studies on Practical Applications', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022, pp. 1135 - 1142, http://dx.doi.org/10.1109/SSCI51031.2022.10022279

Conference Papers | 2022

Huynh QN; Singh HK; Ray T, 2022, 'Discovery of implicit relationships from data using linear programming and mixed integer linear programming', in GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference, pp. 558 - 561, http://dx.doi.org/10.1145/3520304.3528953

Conference Papers | 2022

Ray T; Mamun MM; Singh HK, 2022, 'A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, http://dx.doi.org/10.1109/CEC55065.2022.9870274

Preprints | 2022

Ray T; Mamun MM; Singh HK, 2022, A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization, , http://dx.doi.org/10.48550/arxiv.2201.06718

Conference Papers | 2022

Wang B; Singh HK; Ray T, 2022, 'Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, Institute of Electrical and Electronics Engineers (IEEE), ITALY, Padua, pp. 1 - 8, presented at 2022 IEEE Congress on Evolutionary Computation (CEC), ITALY, Padua, 18 July 2022 - 23 July 2022, http://dx.doi.org/10.1109/CEC55065.2022.9870350

Conference Papers | 2021

Parker B; Singh HK; Ray T, 2021, 'Multi-objective optimization across multiple concepts: A case study on lattice structure design', in GECCO 2021 - Proceedings of the 2021 Genetic and Evolutionary Computation Conference, Association for Computing Machinery (ACM), ELECTR NETWORK, pp. 1035 - 1042, presented at Proceedings of the Genetic and Evolutionary Computation Conference, ELECTR NETWORK, 10 July 2021 - 14 July 2021, http://dx.doi.org/10.1145/3449639.3459267

Preprints | 2021

Tarek M; Ray T, 2021, Approximation schemes for stochastic compliance-based topology optimization with many loading scenarios, , http://dx.doi.org/10.48550/arxiv.2108.03654

Preprints | 2021

Tarek M; Ray T, 2021, Robust and stochastic compliance-based topology optimization with finitely many loading scenarios, , http://dx.doi.org/10.48550/arxiv.2103.04594

Conference Papers | 2021

Wang B; Singh HK; Ray T, 2021, 'Bridging kriging believer and expected improvement using bump hunting for expensive black-box optimization', in GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery (ACM), pp. 211 - 212, presented at Proceedings of the Genetic and Evolutionary Computation Conference Companion, http://dx.doi.org/10.1145/3449726.3459466

Conference Papers | 2021

Wang B; Singh HK; Ray T, 2021, 'Comparing Expected Improvement and Kriging Believer for Expensive Bilevel Optimization', in 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 1635 - 1642, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), ELECTR NETWORK, 28 June 2021 - 01 July 2021, http://dx.doi.org/10.1109/CEC45853.2021.9504815

Conference Papers | 2020

Habib A; Rahi KH; Singh HK; Ray T, 2020, 'Wind-turbine design optimization using a many-objective evolutionary algorithm', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 267 - 268, http://dx.doi.org/10.1145/3377929.3389899

Conference Papers | 2020

Rahi KH; Habib A; Singh HK; Ray T, 2020, 'Expediting the convergence of evolutionary algorithms by identifying promising regions of the search space', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 201 - 202, http://dx.doi.org/10.1145/3377929.3389898

Conference Papers | 2020

Rana MJ; Zaman F; Ray T; Sarker R, 2020, 'Economic-Environmental Scheduling of Community Microgrid using Evolutionary Algorithm', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2770 - 2777, http://dx.doi.org/10.1109/SSCI47803.2020.9308215

Conference Papers | 2020

Ray T; Singh HK; Habib A; Rodemann T; Olhofer M, 2020, 'Online intensification of search around solutions of interest for multi/many-objective optimization', in 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings, http://dx.doi.org/10.1109/CEC48606.2020.9185812

Conference Papers | 2019

Bhattacharjee KS; Singh HK; Ray T, 2019, 'Optimum wind farm layouts: a many-objective perspective and case study', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), East Lansing, MI, USA, pp. 707 - 718, presented at 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, East Lansing, MI, USA, 10 March 2019 - 13 March 2019, http://dx.doi.org/10.1007/978-3-030-12598-1_56

Conference Papers | 2019

Chand S; Singh HK; Ray T; Ryan M, 2019, 'Rollout based Heuristics for the Quantum Circuit Compilation Problem', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 974 - 981, http://dx.doi.org/10.1109/CEC.2019.8790000

Conference Papers | 2019

Gharleghi R; Wright H; Khullar S; Liu J; Ray T; Beier S, 2019, 'Advanced Multi-objective Design Analysis to Identify Ideal Stent Design', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shenzhen, China, pp. 193 - 200, presented at MLMECH, Shenzhen, China, 13 October 2019, http://dx.doi.org/10.1007/978-3-030-33327-0_23

Conference Papers | 2019

Habib A; Singh HK; Ray T, 2019, 'A Component-wise Study of K-RVEA: Observations and potential future developments', in GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion, pp. 201 - 202, http://dx.doi.org/10.1145/3319619.3321932

Conference Papers | 2019

Huynh QN; Singh HK; Ray T, 2019, 'Investigating the use of linear programming to solve implicit symbolic regression problems', in GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion, pp. 344 - 345, http://dx.doi.org/10.1145/3319619.3321889

Conference Papers | 2019

Rahi KH; Singh HK; Ray T, 2019, 'Investigating the use of sequencing and infeasibility driven strategies for constrained optimization', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 1642 - 1649, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/CEC.2019.8790239

Conference Papers | 2019

Singh HK; Rodemann T; Ray T; Olhofer M, 2019, 'Identifying solutions of interest for practical many-objective problems using recursive expected marginal utility', in GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion, pp. 1734 - 1741, http://dx.doi.org/10.1145/3319619.3326804

Conference Papers | 2018

Chand S; Singh HK; Ray T, 2018, 'Team Selection Using Multi-/Many-Objective Optimization with Integer Linear Programming', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477945

Conference Papers | 2018

Islam MM; Singh HK; Ray T, 2018, 'Efficient Global Optimization for Solving Computationally Expensive Bilevel Optimization Problems', in 2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings, http://dx.doi.org/10.1109/CEC.2018.8477714

Conference Papers | 2018

Ray T; Habib A; Singh HK; Ryan M, 2018, 'Uncovering performance envelopes through optimum design of tests', in Mitrovic T; Xue B; Li X (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Wellington, New Zealand, pp. 445 - 457, presented at Australasian Joint Conference on Artificial Intelligence : AI 2018, Wellington, New Zealand, 11 December 2018 - 14 December 2018, http://dx.doi.org/10.1007/978-3-030-03991-2_41

Conference Papers | 2018

Singh HK; Bhattacharjee KS; Ray T; Mostaghim S, 2018, 'Investigation of a simple distance based ranking metric for decomposition-based multi/many-objective evolutionary algorithms', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Wellington, New Zealand, pp. 384 - 396, presented at AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint Conference, Wellington, New Zealand, 11 December 2018 - 14 December 2018, http://dx.doi.org/10.1007/978-3-030-03991-2_36

Conference Papers | 2017

Bhattacharjee KS; Singh HK; Ray T; Zhang Q, 2017, 'Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectors', in 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, San Sebastian, Spain, pp. 105 - 112, presented at 2017 IEEE Congress on Evolutionary Computation (CEC), San Sebastian, Spain, 05 June 2017 - 08 June 2017, http://dx.doi.org/10.1109/CEC.2017.7969302

Conference Papers | 2017

Bhattacharjee KS; Singh HK; Ray T, 2017, 'Enhanced pareto interpolation method to aid decision making for discontinuous pareto optimal fronts', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Melbourne, VIC, Australia, pp. 93 - 105, presented at 30th Australasian Joint Conference, Melbourne, VIC, Australia, 19 August 2017 - 20 August 2017, http://dx.doi.org/10.1007/978-3-319-63004-5_8

Conference Papers | 2017

Chand S; Singh HK; Ray T, 2017, 'A heuristic algorithm for solving resource constrained project scheduling problems', in 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, Donostia / San Sebastian, Spain., pp. 225 - 232, presented at 2017 IEEE Congress on Evolutionary Computation (CEC), Donostia / San Sebastian, Spain., 05 June 2017 - 08 June 2017, http://dx.doi.org/10.1109/CEC.2017.7969317

Conference Papers | 2017

Habib A; Singh HK; Ray T, 2017, 'A batch infill strategy for computationally expensive optimization problems', in Artificial Life and Computational Intelligence, Springer, Geelong VIC, Australia, pp. 74 - 85, presented at Third Australasian Conference ACALCI 2017, Geelong VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_7

Conference Papers | 2017

Islam MM; Singh HK; Ray T, 2017, 'Use of a non-nested formulation to improve search for bilevel optimization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Melbourne, VIC, Australia, pp. 106 - 118, presented at 30th Australasian Joint Conference on Artificial Intelligence, Melbourne, VIC, Australia, 19 August 2017 - 20 August 2017, http://dx.doi.org/10.1007/978-3-319-63004-5_9

Conference Papers | 2016

Ali IM; Elsayed SM; Ray T; Sarker RA, 2016, 'A differential evolution algorithm for solving resource constrained project scheduling problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, ACT, Australia, pp. 209 - 220, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_18

Conference Papers | 2016

Anavatti S; Li C; Ray T, 2016, 'A Game-Theoretic Approach to the Analysis of Traffic Assignment', in Leu G; Singh HK; Elsayed S (eds.), © Springer International Publishing, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-319-49049-6_2

Conference Papers | 2016

Asafuddoula M; Singh HK; Ray T, 2016, 'A CUDA implementation of an improved decomposition based evolutionary algorithm for multi-objective optimization', in GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference, Denver, Colorado, USA, pp. 71 - 72, presented at 2016 Genetic and Evolutionary Computation Conference, Denver, Colorado, USA, 20 July 2016 - 24 July 2016, http://dx.doi.org/10.1145/2908961.2908971

Conference Papers | 2016

Bhattacharjee KS; Singh HK; Ray T; Branke J, 2016, 'Multiple surrogate assisted multiobjective optimization using improved pre-selection', in IEEE Congress on Evolutionary Computation, IEEE, Vancouver, Canada, pp. 4328 - 4335, presented at IEEE World Congress on Computational Intelligence (IEEE WCCI), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744340

Conference Papers | 2016

Bhattacharjee KS; Singh HK; Ray T, 2016, 'A Study on Performance Metrics to Identify Solutions of Interest from a Trade-Off Set', Springer, Canberra, ACT, Australia, pp. 66 - 77, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016

Conference Papers | 2016

Chand S; Singh H; Ray , 2016, 'Finding Robust Solutions for Resource Constrained Project Scheduling Problems Involving Uncertainties', in 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, presented at 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7743799

Conference Papers | 2016

Habib A; Singh HK; Ray T, 2016, 'A multi-objective batch infill strategy for efficient global optimization', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, IEEE, Vancouver, BC, Canada, pp. 4336 - 4343, presented at 2016 IEEE Congress, Vancouver, BC, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744341

Conference Papers | 2016

Huynh QN; Singh HK; Ray T, 2016, 'A semantics based symbolic regression framework for mining explicit and implicit equations from data', in GECCO 2016 Companion - Proceedings of the 2016 Genetic and Evolutionary Computation Conference, Denver, Colorado, USA, pp. 103 - 104, presented at 2016 on Genetic and Evolutionary Computation Conference Companion, Denver, Colorado, USA, 20 July 2016 - 24 July 2016, http://dx.doi.org/10.1145/2908961.2908989

Conference Papers | 2016

Huynh QN; Singh HK; Ray T, 2016, 'Optimum redesign of scale-free networks with robustness and cost considerations', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 529 - 536, http://dx.doi.org/10.1109/CEC.2016.7743839

Conference Papers | 2016

Islam M; Singh HK; Ray T, 2016, 'A nested differential evolution based algorithm for solving multi-objective bilevel optimization problems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, ACT, Australia, pp. 101 - 112, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_9

Conference Papers | 2016

Islam MM; Singh HK; Ray T, 2016, 'A memetic algorithm for solving bilevel optimization problems with multiple followers', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, Canada, pp. 1901 - 1908, presented at 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744020

Conference Papers | 2016

Lu K; Branke J; Ray T, 2016, 'Improving efficiency of Bi-level worst case optimization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Edinburgh, United Kingdom, pp. 410 - 420, presented at 14th International Conference on Parallel Problem Solving from Nature (PPSN 2016), Edinburgh, United Kingdom, 17 September 2016 - 21 September 2016, http://dx.doi.org/10.1007/978-3-319-45823-6_38

Conference Papers | 2016

Milowski J; Bhattacharjee KS; Singh HK; Ray T, 2016, 'Alternative Passenger Cars for the Australian Market: A Cost-Benefit Analysis', in Sarker R; Abbass HA; Dunstall S; Kilby P; Davis R; Young L (eds.), DATA AND DECISION SCIENCES IN ACTION, SPRINGER INTERNATIONAL PUBLISHING AG, AUSTRALIA, Univ New S Wales, Canberra Campus, Kensington, pp. 163 - 173, presented at 24th Australian-Society-for-Operations-Research (ASOR) Conference, AUSTRALIA, Univ New S Wales, Canberra Campus, Kensington, 16 November 2016 - 17 November 2016, http://dx.doi.org/10.1007/978-3-319-55914-8_12

Reports | 2016

Ray T; Sarker R; Li X, 2016, Preface, http://dx.doi.org/10.1007/978-3-319-28270-1

Conference Papers | 2016

Singh HK; Alam K; Ray T, 2016, 'Use of infeasible solutions during constrained evolutionary search: A short survey', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 193 - 205, http://dx.doi.org/10.1007/978-3-319-28270-1_17

Conference Papers | 2016

Singh HK; Ray T; Habib A, 2016, 'A study on the effectiveness of constraint handling schemes within Efficient Global Optimization framework', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, IEEE, Athens, Greece, pp. 1 - 8, presented at IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850205

Conference Papers | 2016

Singh HK; Ray T; Huynh Q, 2016, 'Improving Symbolic Regression through a semantics-driven framework', in Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, IEEE, Athens, Greece, pp. 1 - 8, presented at IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7849941

Conference Papers | 2016

Zaman MF; Elsayed S; Ray T; Sarker , 2016, 'A Co-evolutionary approach for optimal bidding strategy of multiple electricity suppliers', in Evolutionary Computation (CEC), 2016 IEEE Congress on, Vancouver, Canada, presented at IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada, 24 July 2016 - 29 July 2016, http://dx.doi.org/10.1109/CEC.2016.7744234

Conference Papers | 2016

Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu ; Singh ; Elsayed (eds.), Proceedings in Adaptation, Learning and Optimization, Springer, AUSTRALIA, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, pp. 495 - 508, presented at 20th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES), AUSTRALIA, Univ New S Wales, Canberra Campus, Australian Def Force Acad, Canberra, http://dx.doi.org/10.1007/978-3-319-49049-6_36

Conference Papers | 2016

Zaman MF; Elsayed SM; Ray T; Sarker RA, 2016, 'A double action genetic algorithm for scheduling the wind-thermal generators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Canberra, ACT, Australia, pp. 258 - 269, presented at Second Australasian Conference, ACALCI 2016, Canberra, ACT, Australia, 02 February 2016 - 05 February 2016, http://dx.doi.org/10.1007/978-3-319-28270-1_22

Conference Papers | 2015

Ali IM; Elsayed SABER; Ray T; Sarker R, 2015, 'Memetic Algorithm for solving Resource Constrained Project Scheduling Problems', in Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press): STM Titles, Sendai, presented at CEC, Sendai, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257231

Conference Papers | 2015

Asafuddoula M; Ray T; Singh HK, 2015, 'Characterizing pareto front approximations in many-objective optimization', in GECCO 2015 - Proceedings of the 2015 Genetic and Evolutionary Computation Conference, pp. 607 - 614, http://dx.doi.org/10.1145/2739480.2754701

Conference Papers | 2015

Bhattacharjee KS; Ray T, 2015, 'A Novel Constraint Handling Strategy for Expensive Optimization Problems', Sydney, presented at 11th World Congress on Structural and Multidisciplinary Optimization, Sydney, 07 June 2015 - 12 June 2015, http://web.aeromech.usyd.edu.au//WCSMO2015/papers/1041_paper.pdf

Conference Papers | 2015

Bhattacharjee KS; Ray T, 2015, 'Selective evaluation in multiobjective optimization: A less explored avenue', in Evolutionary Computation (CEC), 2015 IEEE Congress on, IEEE, pp. 1893 - 1900, IEEE

Conference Papers | 2015

Derevyanko ; anavatti S; ray R, 2015, 'Intelligent underwater vehicle with multirole capabilities', in Proceedings of the 6th International Conference on Automation, Robotics and Applications,, Queenstown, New Zealand, presented at sreenatha anavatti, Queenstown, New Zealand, 17 February 2015 - 19 February 2015, http://icara.massey.ac.nz/

Conference Papers | 2015

Islam MD; Singh HK; Ray T, 2015, 'A memetic algorithm for solving single objective bilevel optimization problems', IEEE Press, Sendai, Japan, pp. 1643 - 1650, presented at IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 24 May 2015 - 28 May 2015

Conference Papers | 2015

Kirsanov A; Anavatti S; Ray T, 2015, 'Hybrid path planning algorithm in two-dimensional and three-dimensional spaces', in Bailey D; Demidenko S; Gupta G (eds.), Queenstown, New Zealand, presented at 2015 6th International Conference on Automation, Robotics and Applications, Queenstown, New Zealand, 17 February 2015 - 19 September 2015, http://icara.massey.ac.nz/

Conference Papers | 2015

Kirsanov A; Anavatti S; Ray T, 2015, 'Procedural Voxel Algorithm for Real-time Simulation', in Monaghan M; Watson M; Naweed A (eds.), Adelaide, SA, Australia, presented at SimTecT 2015, Adelaide, SA, Australia, 17 August 2015 - 21 August 2015

Conference Papers | 2015

Kirsanov A; Anavatti S; Ray T, 2015, 'Smart vehicle design for underwater applications with low hydro-acoustics noise', in Bailey D; Demidenko S; Gupta G (eds.), Queenstown, New Zealand, presented at 2015 6th International Conference on Automation, Robotics and Applications, Queenstown, New Zealand, 17 February 2015 - 19 February 2015, http://icara.massey.ac.nz/

Conference Papers | 2015

Singh H; Asafuddoula M; Alam K; Ray T, 2015, 'Re-design for robustness: An approach based on many objective optimization', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 343 - 357, http://dx.doi.org/10.1007/978-3-319-15892-1_23

Conference Papers | 2015

Singh HK; Ray T, 2015, 'Many-objective optimization in engineering design: case studies using a decomposition based evolutionary algorithm', in Proceedings of the 11 th World Congress of Structural and Multidisciplinary Optimization (WCSMO - 11), Sydney, Australia, pp. 106 - 111, presented at World Congress on Structural and Multidisciplinary Optimization (WCSMO), Sydney, Australia, 07 June 2015 - 12 June 2015, http://web.aeromech.usyd.edu.au/WCSMO2015/978-0-646-94394-7.html

Conference Papers | 2015

Tajbakhsh SE; Ray T; Reed MC; Liu Y, 2015, 'Joint power control and resource scheduling in wireless heterogeneous networks', in 22nd International Conference on Telecommunications (ICT), Sydney, Australia, pp. 180 - 184, presented at 22nd International Conference on Telecommunications (ICT), Sydney, Australia, 27 April 2015 - 29 April 2015, http://dx.doi.org/10.1109/ICT.2015.7124679

Conference Papers | 2015

Tajbakhsh SE; Ray T; Reed MC, 2015, 'An Evolutionary Approach to Resource Allocation in Wireless Small Cell Networks', in Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, Doha, Qatar, pp. 718 - 724, presented at 10th International Conference on Cognitive Radio Oriented Wireless Networks (CROWNCOM), Doha, Qatar, 02 June 2015 - 04 June 2015, http://dx.doi.org/10.1007/978-3-319-24540-9

Conference Papers | 2015

Wang B; Singh HK; Ray T, 2015, 'A multi-objective genetic programming approach to uncover explicit and implicit equations from data', IEEE Press, Sendai, Japan, pp. 1129 - 1136, presented at IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 24 May 2015 - 28 May 2015

Conference Papers | 2015

Zaman MF; Elsayed S; Ray T; Sarker R, 2015, 'An Evolutionary Approach for Scheduling Solar-thermal Power Generation System', Metz, France, presented at International Conference on Computers & Industrial Engineering (CIE), Metz, France, 28 October 2015 - 30 October 2015, http://dx.doi.org/10.13140/RG.2.1.1577.5129

Conference Papers | 2015

asafuddoula M; Singh HK; Isaacs A; Ray T, 2015, 'Performance of a steady state quantum genetic algorithm for multi/many-objective engineering optimization problems', IEEE Press, Sendai, Japan, pp. 893 - 899, presented at IEEE Congress on Evolutionary Computation (CEC), Sendai, Japan, 24 May 2015 - 28 May 2015

Conference Papers | 2014

Alam K; Ray T; Anavatti S, 2014, 'Practical Application of an Evolutionary Algorithm for the Design and Construction of a Six-inch Submarine', in Liu D (ed.), Proceedings of the 2014 IEEE Congress on Evolutionary Computation (CEC 2014), IEEE, Beijing, China, pp. 2825 - 2832, presented at 2014 IEEE Congress on Evolutionary Computation (CEC), Beijing, China, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900264

Conference Papers | 2014

Elsayed SM; Ray T; Sarker RA, 2014, 'A surrogate-assisted differential evolution algorithm with dynamic parameters selection for solving expensive optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1062 - 1068, http://dx.doi.org/10.1109/CEC.2014.6900351

Conference Papers | 2014

Liu M; Singh HK; Ray T, 2014, 'A benchmark generator for dynamic capacitated arc routing problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 579 - 586, http://dx.doi.org/10.1109/CEC.2014.6900232

Conference Papers | 2014

Liu M; Singh HK; Ray T, 2014, 'A memetic algorithm with a new split scheme for solving dynamic capacitated arc routing problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers Inc., Beijing, China, pp. 595 - 602, presented at IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900358

Conference Papers | 2014

Neely AJ; Leylek Z; Ray T, 2014, 'Global Surrogate Modelling of Gas Turbine Aerodynamic Performance', in The Proceedings of the 19th Australasian Fluid Mechanics Conference, Australasian Fluid Mechanics Society, Melbourne, Australia, presented at The 19th Australasian Fluid Mechanics Conference, Melbourne, Australia, 08 December 2014 - 11 December 2014, http://people.eng.unimelb.edu.au/imarusic/proceedings/19%20AFMC%20TOC.htm

Conference Papers | 2014

Singh HK; Asafuddoula M; Ray T, 2014, 'Solving problems with a mix of hard and soft constraints using modified infeasibility driven evolutionary algorithm (IDEA-M)', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers Inc., Beijing, China, pp. 983 - 990, presented at IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900239

Conference Papers | 2014

Singh HK; Isaacs A; Ray T, 2014, 'A hybrid surrogate based algorithm (HSBA) to solve computationally expensive optimization problems', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1069 - 1075, http://dx.doi.org/10.1109/CEC.2014.6900395

Conference Papers | 2014

Zaman F; Sarker RA; Ray T, 2014, 'Solving an economic and environmental dispatch problem using evolutionary algorithm', Malaysia, presented at IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2014, Malaysia, 09 December 2014 - 12 December 2014, http://dx.doi.org/10.1109/IEEM.2014.7058862

Conference Papers | 2013

Asaf MA; Ray T; Sarker R, 2013, 'Evaluate till you Violate: A Differential Evolution Algorithm Based on Partial Evaluation of the Constraint Set', in 2013 IEEE Symposium on Differential Evolution (SDE), IEEE, Singapore, pp. 31 - 37, presented at 2013 IEEE Symposium Series on Computational Intelligence, SSCI2013, Singapore, 16 April 2013 - 19 April 2013

Conference Papers | 2013

Asafuddoula M; Ray T; Sarker R, 2013, 'An Efficient Constraint Handling Approach for Optimization Problems with Limited Feasibility and Computationally Expensive Constraint Evaluations', in Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, ACM, Amsterdam, The Netherlands, pp. 113 - 114, presented at Genetic and evolutionary computation conference, Amsterdam, The Netherlands, 06 July 2013 - 10 July 2013, http://dx.doi.org/10.1145/2470000/2464633/p113-asafuddoula.pdf?ip=129.94.181.204&id=2464633&acc=ACTIVE%20SERVICE&key=C2716FEBFA981EF141F8CF9C574B96982649914059E4E6A4&CFID=352091078&CFTOKEN=16779145&__acm__=1375766263_238cc55914e06e8d5159b66b24ae91c1

Conference Papers | 2013

Asafuddoula M; Ray T; Sarker R, 2013, 'An efficient constraint handling approach for optimization problems with limited feasibility and computationally expensive constraint evaluations', in GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion, pp. 113 - 114, 06 July 2013 - 10 July 2013, http://dx.doi.org/10.1145/2464576.2464633

Conference Papers | 2013

Elsayed ; Sarker R; Ray T, 2013, 'Differential Evolution with Automatic Parameter Configuration for Solving the CEC2013 Competition on Real-Parameter Optimization', Cancún, México, pp. 1932 - 1937, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013, http://dx.doi.org/10.1109/CEC.2013.6557795

Conference Papers | 2013

Kirsanov A; Anavatti SG; Ray T, 2013, '3D tools for the Robust Design Optimization of an Autonomous Underwater Vehicle', in Proceedings of the 2013 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2013, pp. 1730 - 1737, http://dx.doi.org/10.1109/ICACCI.2013.6637442

Conference Papers | 2013

Li C; Anavatt SG; Ray T, 2013, 'Application of a non-cooperative game theory based traffic assignment', in 2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI 2013), IEEE COMMUNICATIONS SOCIETY, India, pp. 1124 - 1128, presented at 2013 International Conference on Advances in Computing, Communications and Informatics, Mysore, India, 22 August 2013 - 25 August 2013, http://dx.doi.org/10.1109/ICACCI.2013.6637335

Conference Papers | 2013

Li C; Anavatti S; Ray T, 2013, 'A game theory based traffic assignment using queueing networks', in 2013 13th International Conference on ITS Telecommunications (ITST 2013), Tampere, Finland, pp. 210 - 215, presented at 13th international conference on ITS telecommunications (ITST 2013), Tampere, Finland, 05 November 2013 - 07 November 2013

Conference Papers | 2013

Ray T; Asaf MA; Isaacs A, 2013, 'A Steady State Decomposition Based Quantum Genetic Algorithm for Many Objective Optimization', in 2013 IEEE Congress on Evolutionary Computation, IEEE, Cancún, México, pp. 2817 - 2823, presented at 2013 IEEE Congress on Evolutionary Computation, Cancún, México, 20 June 2013 - 23 June 2013

Conference Papers | 2013

Zhang Z; Shankar K; Ray T; Tahtali M, 2013, 'Delamination Monitoring of Composite Plates using Vibration-based Surrogate Assisted Optimisation', in Proceedings 8th DSTO International Conference on Health & Usage Monitoring Systems (HUMS2013), Melbourne, presented at 8th DSTO International Conference on Health & Usage Monitoring Systems (HUMS2013), Melbourne, 26 February 2013 - 28 February 2013

Conference Papers | 2012

Alam ; Ray T; Sreenatha AG, 2012, 'A Study on the Drag Estimation of an AUV Based on Numerical Methods', in Proceedings of Advances in Control and Optimization of Dynamical Systems, ACODS-2012, ACODS-2012, India, pp. 1 - 6, presented at 2nd International Conference of Advances in Control and Optimization of Dynamical Systems, ACODS 2012, Bangalore, India, 16 February 2012 - 18 February 2012, http://acods.org/index.html

Conference Papers | 2012

Asaf MA; Ray T; Sarker R; Alam , 2012, 'An Adaptive Constraint Handling Approach Embedded MOEA/D', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252868

Conference Papers | 2012

Asaf MA; Ray T; Sarker R, 2012, 'A Differential Evolution Algorithm with Constraint Sequencing', in IEEE Xplore, Conference published service (CPS), Wuhan, China, pp. 68 - 71, presented at 2012 3rd Global Congress on Intelligent Systems, Wuhan University of Technology, Wuhan, China, 06 November 2012 - 08 November 2012, http://dx.doi.org/10.1109/GCIS.2012.95

Conference Papers | 2012

Elsayed ; Sarker R; Ray T, 2012, 'Parameters adaptation in differential evolution', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252931

Conference Papers | 2012

Hassan O; Sreenatha AG; Ray T, 2012, 'ANFN Controller Based On Differential Evolution for Autonomous Underwater Vehicles', in First International Conference on Innovative Engineering Systems (ICIES), IEEE, Alex-Egypt, pp. 184 - 189, presented at International Conf on Innovative Engineering Systems, Alex-Egypt, 07 December 2012 - 09 December 2012

Conference Papers | 2012

Hassan O; Sreenatha AG; Ray T, 2012, 'Improved Fuzzy Neural Modeling Based on Differential Evolution for Underwater Vehicles', in The 2012 International Conference on Artificial Intelligence ICAI'12, ICAI'12, Las Vegas, USA, pp. 984 - 990, presented at ICAI 2012, International Conference on Artificial Intelligence, Las Vegas, US, 16 July 2012 - 19 July 2012

Conference Papers | 2012

Ihesiulor O; Shankar K; Zhang Z; Ray T, 2012, 'DELAMINATION DETECTION USING METHODS OF COMPUTATIONAL INTELLIGENCE', in AIP proceeding, AIP, Las Vegas, USA, presented at The sixth Global Conference on Power Control and Optimization, Las Vegas, USA, 06 August 2012 - 08 August 2012

Conference Papers | 2012

Ihesiulor O; Shankar K; Zhang Z; Ray T, 2012, 'EFFECTIVENESS OF ARTIFICIAL NEURAL NETWORKS AND SURROGATE-ASSISTED OPTIMIZATION TECHNIQUES IN DELAMINATION DETECTION FOR STRUCTURAL HEALTH MONITORING', in ACTA Press, ACTA Press, Banff, Canada, presented at The 23rd IASTED International Conference on Modelling and Simulation, Banff, Canada, 03 July 2012 - 05 July 2012

Conference Papers | 2012

Khan MS; Ray T, 2012, 'A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems', in AI-2012: Advances in Artificial Intelligence. LNCS v. 7691, Springer-Verlag, Berlin Heidelberg, pp. 362 - 372, presented at 25th Australasian Joint Conference, Sydney, Australia, 04 December 2012 - 07 December 2012, http://dx.doi.org/10.1007/978-3-642-35101-3_31

Conference Papers | 2012

Khan MS; Ray T, 2012, 'Shape representation and a morphing scheme to support flapping wing research', in Proceedings of the First International Conference on Pattern Recognition Applications and Methods, ICPRAM 2012, Portugal, pp. 494 - 499, presented at First International Conference on Pattern Recognition Applications and Methods, Algarve, Portugal, 06 February 2012 - 08 February 2012

Conference Papers | 2012

Li C; Sreenatha AG; Ray T, 2012, 'Adaptive Route Guidance System with Real-Time Traffic Information', in Proceedings of 15th International IEEE Conference on Intelligent Transportation Systems, ITSC2012, Anchorage, Alaska, USA, pp. 367 - 372, presented at 15th International IEEE Conference on Intelligent Transportation Systems, Anchorage, Alaska, USA, 16 September 2012 - 19 September 2012, http://dx.doi.org/10.1109/ITSC.2012.6338729

Conference Papers | 2012

Li C; Sreenatha AG; Ray T, 2012, 'An AHP-Fuzzy approach for incorporation of driver’s requirement in route guidance system', in Proceedings of Advances in Control and Optimization of Dynamical Systems, ACODS-2012, ACODS-2012, India, pp. 1 - 5, presented at 2nd International Conference of Advances in Control and Optimization of Dynamical Systems, ACODS 2012, Bangalore, India, 16 February 2012 - 18 February 2012

Conference Papers | 2012

Li C; Sreenatha AG; Ray T, 2012, 'Implementing analytical hierarchy process using fuzzy inference technique in route guidance system', in The 2012 International Conference on Artificial Intelligence ICAI'12, ICAI'12, Las Vegas, USA, pp. 1 - 5, presented at The 2012 International Conference on Artificial Intelligence, Las Vegas, USA, 16 July 2012 - 19 July 2012

Conference Papers | 2012

Liu MM; Ray T, 2012, 'A memetic algorithm with random key crossover and modified neighborhood search for the solution of capacitated arc routing problems', in IEEE Computer Society, IEEE, Kitakyushu Japan, pp. 433 - 436, presented at The Sixth International Conference on Genetic and Evolutionary Computing, Japan, 25 August 2012, http://dx.doi.org/10.1109/ICGEC.2012.21

Conference Papers | 2012

Mohamad Ayob AF; Ray T; Smith WF, 2012, 'The quest for optimum high speed planing craft design', in RINA, Royal Institution of Naval Architects - International Maritime Conference 2012, Pacific 2012, pp. 507 - 516

Conference Papers | 2012

Mohamad ayob A; Ray T; Smith WF, 2012, 'The Quest for Optimum High Speed Planing Craft Design', in Pacific 2012 International Maritime Conference, Pacific 2012 International Maritime Conference, Sydney, pp. 507 - 516, presented at Pacific IMC 2012, Sydney, 31 January 2012 - 02 February 2012

Conference Papers | 2012

Saha A; Ray T; Ogawa H; Boyce R, 2012, 'Robust Design Optimization of High-Performance Axisymmetric Scramjets Based on Surrogate-Assisted Evolutionary Algorithms', in International Congress of the Aeronautical Sciences, Brisbane, Australia, presented at 28th International Congress of the Aeronautical Sciences, Brisbane, Australia, 23 September 2012 - 28 September 2012

Conference Papers | 2012

Saha A; Ray T, 2012, 'A repair mechanism for active inequality constraint handling', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1240 - 1247, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012

Conference Papers | 2012

Saha A; Ray T, 2012, 'Equality constrained multi-objective optimization', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 47 - 53, presented at IEEE Congress on Evolutionary Computation, Brisbane, Australia, 10 June 2012 - 15 June 2012

Conference Papers | 2012

Smith WF; Mohamad Ayob A; Ray T, 2012, 'The Design of High Speed Planing Craft using a Optimization Framework', in Proceedings ASME 2012 International Mechanical Engineering Congress & Exposition (IMECE2012), American Society of Mechanical Engineers, Houston, Texas, USA, presented at ASME 2012 International Mechanical Engineering Congress & Exposition IMECE2012, Houston, Texas, USA, 09 November 2012 - 15 November 2012, http://www.asmeconferences.org/Congress2012/index.cfm

Conference Papers | 2012

Zhang Z; Shankar K; Ihesiulor O; Ray T, 2012, 'COMPARISON OF INVERSE ALGORITHMS FOR DELAMINATION DETECTION IN COMPOSITE LAMINATES', Stone mountain, Georgia, USA, presented at ASME 2012 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, Stone mountain, Georgia, USA, 19 September 2012 - 21 September 2012

Conference Papers | 2011

Alam ; Ray T; Sreenatha AG, 2011, 'Design of a Toy Submarine Using Underwater Vehicle Design Optimization Framework', in Proceedings 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems (CIVTS 2011), IEEE, Piscataway, NJ, USA, pp. 23 - 29, presented at IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, Paris, France, 11 April 2011 - 15 April 2011, http://dx.doi.org/10.1109/CIVTS.2011.5949527

Conference Papers | 2011

Alam ; Singh HK; Isaacs A; Ray T; Sreenatha AG, 2011, 'Design optimization of a model submarine: A reverse engineering approach', in CD-ROM conference proceedings, Capua, Italy, pp. 200 - 212, presented at International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Social Problems, EUROGEN 2011, Capua, Italy, 14 September 2011 - 16 September 2011

Conference Papers | 2011

Asaf MA; Ray T; Sarker R, 2011, 'An adaptive differential evolution algorithm and its performance on real world optimization problems', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 1057 - 1062, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949734

Conference Papers | 2011

Ayob AFM; Wan Nik WB; Ray T; Smith WF, 2011, 'Hull surface information retrieval and optimization of high Speed planing craft', in IOP Conference Series: Materials Science and Engineering, Institute of Physics, New York, pp. 1 - 10, presented at 1st International Conference on Mechanical Engineering Research 2011 (ICMER2011), Kuantan, Pahang, Malaysia, 05 December 2011 - 07 December 2011, http://dx.doi.org/10.1088/1757-899X/36/1/012034

Conference Papers | 2011

Fearnley J; Ray T, 2011, 'Design and Development of a Six Inch Sub', in Proceedings of the Submarine Institute of Australia-Technology Conference 2011, SIA, Australia, pp. 273 - 280, presented at Submarine Institute of Australia-Technology Conference 2011, Adelaide, SA, 08 November 2011 - 10 November 2011

Conference Papers | 2011

Gover N; Hill C; Alam ; Ray T; Sreenatha AG, 2011, 'Design and Development of a small, low cost unmanned underwater vehicle for shallow water operations', in Proceedings of the Submarine Institute of Australia-Technology Conference 2011, SIA, Australia, pp. 265 - 272, presented at Submarine Institute of Australia-Technology Conference 2011, Adelaide, SA, 08 November 2011 - 10 November 2011

Conference Papers | 2011

Hassan O; Sreenatha AG; Ray T, 2011, 'Fuzzy Modeling and Control for Autonomous Underwater Vehicle', in Proceedings of the 5th International Conference on Automation, Robots and Applications, IEEE, Piscataway, NJ, United States, pp. 169 - 174, presented at 5th International Conference on Automation, Robots and Applications, ICARA 2011, Wellington, New Zealand, 06 December 2011 - 08 December 2011, http://dx.doi.org/10.1109/ICARA.2011.6144876

Conference Papers | 2011

Hassan O; Sreenatha AG; Ray T, 2011, 'Genetic Fuzzy Controller for Robot Manipulator Position Control based upon Inverse Dynamics', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, presented at 2011 IEEE Congress on Evolutionary Computation, New Orleans, USA, 05 June 2011 - 08 June 2011

Conference Papers | 2011

Khan MS; Mohamad Ayob A; Isaacs A; Ray T, 2011, 'A novel evolutionary approach for 2D shape matching based on B-spline modeling', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 655 - 661, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949681

Conference Papers | 2011

Li C; Sreenatha AG; Ray T, 2011, 'Short-Term Traffic flow Prediction Using Different Techniques', in IEEE, Proceedings of the 37th Annual Conference of the IEEE Industrial Electronics Society, Australia, pp. 2348 - 2353, presented at 37th Annual Conference of the IEEE Industrial Electronics Society, IECON 2011, Melbourne, VIC., Australia, 07 November 2011 - 10 November 2011

Conference Papers | 2011

Liu MM; Ray T, 2011, 'A Memetic Algorithm with a Novel Split Approach for Efficient Solution of Modified Capacitated Arc Routing Problems', in International conference on Operations Research, Springer, Zurich, Switzerland, pp. 128 - 134, presented at International conference on Operations Research, Zurich, Switzerland, 30 August 2011 - 02 September 2011, http://www.springer.com/business+%26+management/operations+research/book/978-3-642-29209-5

Conference Papers | 2011

Mohamad Ayob A; Ray T; Smith WF, 2011, 'Scenario-based hydrodynamic design optimization of high speed planing craft for coastal surveillance', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 354 - 361, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949640

Conference Papers | 2011

Ogawa H; Brown L; Boyce R; Ray T, 2011, 'Multi-objective design optimisation of axisymmetric scramjet nozzle and external components considering static stability by using surrogate-assisted evolutionary algorithms', in 20th ISABE conference 2011 proceedings, AIAA Electronic library, Gothenburg, Sweden, pp. 1 - 14, presented at 20th International Symposium on Air Breathing Engines (ISABE 2011), Gothenburg, Sweden, 12 September 2011 - 16 September 2011

Conference Papers | 2011

Saha A; Ray T; Ogawa H; Boyce R, 2011, 'Learning from Evolutionary-Algorithm Based Design Optimization of Axisymmetric Scramjet Inlets', in Proceedings of the Australian Space Science Congress, ASSC, Melbourne, Australia, presented at Australian Space Science Congress, Canberra, Australia

Conference Papers | 2011

Saha A; Ray T; Smith WF, 2011, 'Towards practical evolutionary robust multi-objective optimization', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 2123 - 2130, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949877

Conference Papers | 2011

Saha A; Ray T, 2011, 'How does the good old Genetic Algorithm fare at real world optimization?', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 1049 - 1056, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949733

Conference Papers | 2011

Singh HK; Ray T, 2011, 'Performance of a hybrid EA-DE-memetic algorithm on CEC 2011 real world optimization problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 1322 - 1326, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949769

Theses / Dissertations | 2011

Singh HK, 2011, Development of optimization methods to deal with current challenges in engineering design optimization

Conference Papers | 2011

boyce R; Brown M; ogawa H; Ray T, 2011, 'Design Optimisation of Axisymmetric Scramjets Considering Full Flow Path and Inlet Fuel Injection Parameters Using Hierarchical Surrogate Assisted Evolutionary Algorithms', Gothenburg, Sweden, presented at ISBN: 978-1-61839-180-3 XX International Symposium on Air Breathing Engines 2011 (ISABE 2011), Gothenburg, Sweden, 12 September 2011 - 16 September 2011

Conference Papers | 2010

Hassanein O; Sreenatha AG; Ray T, 2010, 'Genetic PD Control for Two-Link Manipulator Using Inverse Dynamics', in Proceedings of International Conference on Intelligent Unmanned Systems (ICIUS) 2010, Bali, Indonesia, presented at International Conference on Intelligent Unmanned Systems, Bali, Indonesia, 03 November 2010 - 05 November 2010

Conference Papers | 2010

Mohamad ayob A; Ray T; Smith WF, 2010, 'A Framework for Scenario-Based Hydrodynamic Design Optimization of Hard Chine Planing Craft', in Volker B (ed.), Proceedings of 9th International Conference on Computer and IT Applications in the Maritime Industries, Technische Universität Hamburg-Harburg, Hamburg, pp. 7 - 19, presented at 9th International Conference on Computer and IT Applications in the Maritime Industries, Gubbio, Italy, 12 April 2010 - 14 April 2010, http://www.ssi.tu-harburg.de/doc/webseiten_dokumente/compit/dokumente/compit2010_gubbio.pdf

Conference Papers | 2010

Mohamad ayob A; Ray T; Smith WF, 2010, 'Hydrodynamic Design Optimization of a Hard Chine Planing Craft for Coastal Surveillance', in Proceedings of 2010 International Maritime Conference, Pacific 2010 International Maritime Conference, Sydney, pp. 73 - 82, presented at Pacific 2010: International Maritime Conference, Sydney, 27 January 2010 - 29 January 2010, http://www.pacific2010imc.com/pdf/PacificIMC2010_Program.pdf

Conference Papers | 2010

Singh HK; Ray T; Smith WF, 2010, 'Performance of Infeasibility Empowered Memetic Algorithm (IEMA) on Engineering Design Problems', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 425 - 434, presented at 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide, SA, 07 December 2010 - 10 December 2010, http://dx.doi.org/10.1007/978-3-642-17432-2_43

Conference Papers | 2010

Singh HK; Ray T; Smith WF, 2010, 'Performance of Infeasibility Empowered Memetic Algorithm for CEC 2010 Constrained Optimization Problems', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5585946

Conference Papers | 2010

Singh HK; Ray T; Smith WF, 2010, 'Surrogate Assisted Simulated Annealing (SASA) for Constrained Multi-objective Optimization', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586124

Conference Papers | 2009

Ashraf MA; Isaacs A; Young J; Lai JC; Ray T, 2009, 'Numerical Simulation and Multi-Objective Design of Flow Over Oscillating Airfoil for Power Extraction', in Proceedings of CMFF 2009, Hungary, presented at Conference on Modelling Fluid Flow (CMFF 09), 14th International Conference on Fluid Flow Technologies, Budapest, Hungary, 09 September 2009 - 12 September 2009

Conference Papers | 2009

Isaacs A; Puttige VR; Ray T; Smith WF; Sreenatha AG, 2009, 'Development of a memetic algorithm for dynamic multi-objective optimization and its applications for online neural network modeling of UAVs', in Proceedings of the International Joint Conference on Neural Networks, Atlanta, USA, presented at International Joint Conference on Neural Networks 2009, Atlanta, USA, 14 June 2009 - 19 June 2009, http://dx.doi.org/10.1109/IJCNN.2008.4633847

Conference Papers | 2009

Isaacs A; Ray T; Smith WF, 2009, 'Memetic Algorithm for Dynamic Bi-Objective Optimization Problems', in Proceedings of CEC2009, IEEE, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983147

Conference Papers | 2009

Mohamad Ayob AF; Ray T; Smith WF, 2009, 'An Optimization Framework for the Design of Planing Crafts', in International Conference on Computer Applications in Shipbuilding, RINA, pp. 351 - 356, presented at International Conference on Computer Applications in Shipbuilding, http://dx.doi.org/10.3940/rina.iccas.2009.46

Conference Papers | 2009

Mohamad ayob A; Ray T; Smith WF, 2009, 'An Optimization Framework for the design of Planning Craft', in Proceedings of INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS IN SHIPBUILDING (ICCAS 2009), RINA, Shanghai, China, presented at International Conference on Computer Applications in Shipbuilding 2009, Shanghai, China, 01 September 2009 - 03 September 2009, http://www.rina.org.uk/ICCAS2009

Conference Papers | 2009

Ogawa H; Alazet Y; Boyce RR; Isaacs A; Ray T, 2009, 'Design optimisation of axisymmetric scramjets for access-to-space', in Proceedings of 9th Australian Space Science Conference, Sydney, presented at 9th Australian Space Science Conference, Sydney, 28 September 2009 - 30 September 2009, http://www.nssa.com.au/9assc/downloads/9ASSC_Program_27sept09.pdf

Conference Papers | 2009

Ogawa H; Boyce RR; Isaacs A; Ray T, 2009, 'Multi-objective design optimisation of inlet and combustor for axisymmetric scramjets', in Proceedings of Australian Combustion Symposium, Queensland, presented at Australian Combustion Symposium, Brisbane, QLD, 02 December 2009 - 04 December 2009, http://espace.library.uq.edu.au/view/UQ:200385

Conference Papers | 2009

Ray T; Yao X, 2009, 'A Cooperative Coevolutionary Algorithm with Correlation Based Adaptive Variable Partitioning', in Proceedings of CEC2009, IEEE, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983052

Conference Papers | 2009

Saxena D; Ray T; Deb K; Tiwari A, 2009, 'Constrained Many Objective Optimization: A Way Forward', in Proceedings of CEC2009, IEEE, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4982993

Conference Papers | 2009

Singh HK; Isaacs A; Nguyen T; Ray T; Yao X, 2009, 'Performance of Infeasibility Driven Evolutionary Algorithm on Constrained Single Objective Dynamic Optimization Problems', in Proceedings of CEC2009, IEEE, Trondheim, Norway, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983339

Conference Papers | 2009

Singh HK; Isaacs A; Ray T; Smith WF, 2009, 'An Improved Secondary Ranking for Many Objective Optimization problems', in Proceedings of Genetic and Evolutionary Computation Conference, ACM, NY, presented at Genetic and Evolutionary Computation Conference (GECCO-2009), Montreal, Canada, 08 July 2009 - 12 July 2009, http://dx.doi.org/10.1145/1569901.1570190

Conference Papers | 2008

Isaacs A; Ray T; Smith WF, 2008, 'An efficient hybrid algorithm for optimization of discrete structures', in LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, Melbourne, Australia, presented at 7th International Conference on Simulated Evolutionary and Learning, Melbourne, Australia, 07 December 2008 - 09 December 2008, http://dx.doi.org/10.1007/978-3-540-89694-4_63

Conference Papers | 2008

Isaacs A; Ray T; Smith WF, 2008, 'Blessings of Maintaining Infesible Solutions for Constrained Multi-objective Optimization Problems', Hong Kong, presented at IEEE World Congress on Computational Intelligence 2008, Hong Kong, http://dx.doi.org/10.1109/CEC.2008.4631171

Conference Papers | 2008

Mohd Sidek AR; Prusty BG; Ray T, 2008, 'Determination of Ship Grounding and Accident Scenarios of a Geographical Area using Risk Analysis', in Proceedings of Pacific 2008 International Maritime Comference, Sydney, presented at Pacific 2008 International Maritime Conference, Sydney, 29 January 2008 - 31 January 2008

Conference Papers | 2008

Ray T; Smith WF, 2008, 'Robust Ship Designs - Balancing Uncertainty - Impacts of Future Trends', in Proceedings of Pacific 2008 International Maritime Comference, Sydney, presented at Pacific 2008 International Maritime Conference, Sydney, 29 January 2008 - 31 January 2008

Conference Papers | 2008

Singh HK; Isaacs A; Ray T; Smith WF, 2008, 'A simulated annealing algorithm for single objective trans-dimensional optimization problems', in Eighth International Conference on Hybrid Intelligent Systems (HIS 2008), Barcelona, Spain, presented at 8th International Conference on Hybrid Intelligent Systems, Barcelona, Spain, 10 September 2008 - 12 September 2008, http://dx.doi.org/10.1109/HIS.2008.45

Conference Papers | 2008

Singh HK; Isaacs A; Ray T; Smith WF, 2008, 'A study on the performance of substitute distance based approaches for evolutionary many objective optimization', in LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, Melbourne, Australia, presented at 7th International Conference on Simulated Evolutionary and Learning, Melbourne, Australia, 07 December 2008 - 09 December 2008, http://dx.doi.org/10.1007/978-3-540-89694-4_41

Conference Papers | 2008

Singh HK; Isaacs A; Ray T; Smith WF, 2008, 'Infeasibility Driven Evolutionary Algorithm (IDEA) for engineering design optimization', in AI 2008: Advances in artificial intelligence, Auckland, NZ, presented at 21st Australasian Joint Conference on Artificial Intelligence, Auckland, NZ, 01 December 2008 - 05 December 2008, http://dx.doi.org/10.1007/978-3-540-89378-3_11

Conference Papers | 2008

Smith WF; Ray T, 2008, 'Preliminary Frigate Design using a Multi-objective Evolutionary Algorithm', in Proceedings of Pacific 2008 International Maritime Comference, Sydney, presented at Pacific 2008 International Maritime Conference, Sydney, 29 January 2008 - 31 January 2008

Conference Papers | 2007

Briggs GP; Ray T; Milthorpe JF, 2007, 'Evolutionary algorithm use in optimisation of a launch vehicle stack model', in 45th AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada, USA, presented at 45th AIAA Aerospace Sciences Meeting and Exhibit, Reno, Nevada, USA, 08 January 2007 - 11 January 2007

Conference Papers | 2007

Isaacs A; Ray T; Smith WF, 2007, 'A hybrid evolutionary algorithm with Simplex local search', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424678

Conference Papers | 2007

Isaacs A; Ray T; Smith WF, 2007, 'An evolutionary algorithm with spatially distributed surrogates for multi-objective optimization', in 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007, http://dx.doi.org/10.1007/978-3-540-76931-6

Conference Papers | 2007

Isaacs A; Ray T; Smith WF, 2007, 'Novel evolutionary algorithm with set representation scheme for truss design', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424979

Conference Papers | 2007

Puttige VR; Sreenatha AG; Ray T, 2007, 'Comparative Analysis of Multiple Neural Networks for Online Identification of a UAV', in 20th Australian joint conference on artificial intelligence, Gold Coast, Qld, presented at Australasian Joint Conference on Artificial Intelligence 2007, Gold Coast, Qld, 02 December 2007 - 06 December 2007, http://dx.doi.org/10.1007/978-3-540-76928-6_14

Conference Papers | 2007

Sanders G; Ray T, 2007, 'Optimal offline path planning of a fixed wing unmanned aerial vehicle (UAV) using an evolutionary algorithm', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4425048

Conference Papers | 2007

Sarker R; Ray T; Barahona da Fonseca J, 2007, 'An evolutionary algorithm for machine lay out and job assignment problems', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424991

Conference Papers | 2007

Singh HK; Isaacs A; Ray T; Smith WF, 2007, 'A Simulated Annealing Algorithm for Constrained Multi-objective Optimization Problems', in Proceedings 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Singapore, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007

Conference Papers | 2006

Briggs GP; Ray T; Milthorpe JF, 2006, 'Optimisation of a Launch Vehicle Stack Model Using an Evolutionary Algorithm', in SETE 2006 Conference, Melbourne, presented at SETE 2006 Conference, Melbourne, 25 September 2006 - 27 September 2006

Conference Papers | 2006

Brown MS; Mudford NR; Neely AJ; Ray T, 2006, 'Robust Design Optimization of Two-Dimensional Scramjet Inlets', in 14th AISS/AHI space planes and hypersonic systems and technologies conference, Canberra, presented at 14th AISS/AHI space planes and hypersonic systems and technologies conference, Canberra, 06 November 2006 - 09 November 2006, http://www.aiaa.org/agenda.cfm?lumeetingid=1276&formatview=1&dateget=09-Nov-06

Conference Papers | 2006

Deepak NR; Ray T; Boyce RR, 2006, 'Nose Cone Design Optimization for a Hypersonic Flight Experimental Trajectory', in 14th AISS/AHI space planes and hypersonic systems and technologies conference, Canberra, presented at 14th AISS/AHI space planes and hypersonic systems and technologies conference, Canberra, 06 November 2006 - 09 November 2006, http://pdf.aiaa.org/preview/CDReadyMHYP06_1276/PV2006_7998.pdf

Conference Papers | 2006

Narayan Ramanath D; Ray T; Boyce RR, 2006, 'Nose Cone Design Optimization for a Hypersonic Flight Experimental Trajectory', in 14th AIAA/AHI International Spaceplanes and Hypersonic Systems and Technologies Conference, Canberra, presented at 14th AISS/AHI space planes and hypersonic systems and technologies conference, Canberra, 06 November 2006 - 09 November 2006, http://pdf.aiaa.org/preview/CDReadyMHYP06_1276/PV2006_7998.pdf

Conference Papers | 2006

Ray T; Sarker R, 2006, 'Multiobjective Evolutionary Approach to the Solution of Gas Lift Optimization Problems', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006, http://dx.doi.org/10.1109/CEC.2006.1688712

Conference Papers | 2006

Ray T; Smith WF, 2006, 'Surrogate Assisted Evolutionary Algorithm for Multiobjective Optimization', in AIAA Specialist MDO Conference, Rhode Island, US, presented at AIAA Specialist MDO Conference, Rhode Island, US, 01 May 2006 - 04 May 2006, http://www.aiaa.org/agenda.cfm?lumeetingid=1172&formatview=1&dateget=03-May-06

Conference Papers | 2006

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf

Conference Papers | 2005

Chan KP; Ray T, 2005, 'An Evolutionary Algorithm to Maintain Diversity in the Parametric and the Objective Space', in 2nd International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS 2003), Singapore, presented at Computational Intelligence, Robotics and Autonomous Systems, Singapore, 13 December 2005 - 16 December 2005, http://ciras.nus.edu.sg/ciras05.html

Conference Papers | 2005

Liu Y; Ray T, 2005, 'Performance of surrogates within a framework for robust optimal design', in Proceedings ICED 05, the 15th International Conference on Engineering Design

Conference Papers | 2005

Ray T; Lui Y, 2005, 'Performance of Different Surrogate Models within a Robust Optimal Design Framework', in Proceedings of International Conference on Engineering Design, Melbourne, presented at International Conference on Engineering Design, Melbourne

Conference Papers | 2005

Ray T; Won K, 2005, 'A Comprehensive Framework for Multidisciplinary Design Optimization', in 2nd International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS 2003), Singapore, presented at Computational Intelligence, Robotics and Autonomous Systems, Singapore, 13 December 2005 - 16 December 2005, http://ciras.nus.edu.sg/ciras05.html

Conference Papers | 2005

Ray T; Won K, 2005, 'An Evolutionary Algorithm for Constrained Biobjective Optimization using Radial Slots', in 9th international coonference on Knowledge-based intelligent information and engineering systems, Springer, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11554028

Conference Papers | 2005

Ray T; Won K, 2005, 'An evolutionary algorithm for constrained bi-objective optimization using radial slots', in 9th international coonference on Knowledge-based intelligent information and engineering systems, Springer, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11554028_8

Conference Papers | 2005

Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205

Conference Papers | 2005

Sarker R; Ray T, 2005, 'Multiobjective Evolutionary Algorithms for Solving Constrained Optimization Problems', in Mohammadian M (ed.), CIMCA 2005, IEEE Press, Vienna, Austria, pp. 197 - 201, presented at Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet, Vienna, Austria, 28 November 2005 - 30 November 2005, http://dx.doi.org/10.1109/CIMCA.2005.1631468

Conference Papers | 2005

Sarker R; Ray T, 2005, 'Simultaneous Optimisation of Multi-objective Linear and Nonlinear Problems', in ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, presented at ASOR 18th National Conference of the Australian Society for Operations Research, Curtin University of Technology, Perth, WA, 26 September 2005 - 28 September 2005, http://www.asor.org.au/publication/files/dec2005/ASOR-report.pdf

Conference Papers | 2005

Won K; Tsai HM; Ray T; Liu F, 2005, 'Flutter Simulation and Prediction via Identification of Nonlinear Impulse Response', in 2005 AIAA Meeting Papers on Disc, Vol. 10, No. 1-4, AIAA, Reno, presented at 43rd AIAA Aerospace Sciences Meetings & Exhibit, Reno, http://www.aiaa.org/agenda.cfm?dateget=all

Conference Papers | 2004

Rao CS; Tsai HM; Ray T, 2004, 'Aircraft Configuration Design Using a Multidisciplinary Optimization Approach', in 42nd AIAA Aerospace Sciences Meeting and Exhibit; AIAA Paper, Reno, presented at 42nd AIAA Aerospace Sciences Meeting, Reno, http://pdf.aiaa.org/preview/CDReadyMASM04_665/PV2004_536.pdf

Conference Papers | 2004

Ray T; Tsai HM, 2004, 'A Parallel Hybrid Optimization Algorithm for Robust Airfoil Design', in 42nd AIAA Aerospace Sciences Meeting and Exhibit; AIAA Paper, Reno, presented at 42nd AIAA Aerospace Sciences Meeting, Reno, http://pdf.aiaa.org/preview/CDReadyMASM04_665/PV2004_905.pdf

Conference Papers | 2004

Ray T; Venkatarajalu NV; Won K; Chan KP, 2004, 'Study on the Behaviour and Implementation of Parent Centric Crossover within the Generalized Generation Gap Model', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=29392&arnumber=1331141&count=175&index=118

Conference Papers | 2004

Won K; Ray T, 2004, 'Performance of Kriging and Cokriging based Surrogate Models within the Unified Framework for Surrogate Assisted Optimization', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1331084

Conference Papers | 2003

Ng KY; Ray T; Tsai HM, 2003, 'Single and Multi-objective Wing Planform and Airfoil Shapes Optimization using a Swarm Algorithm', in Proceedings of 41st Aerospace Sciences Meeting and Exhibit, AIAA, Reno, presented at 41st Aerospace Sciences Meeting, Reno, http://www.aiaa.org/agenda.cfm?lumeetingid=582

Conference Papers | 2003

Tan CM; Ray T; Tsai HM, 2003, 'A Comparative Study of Evolutionary Algorithm and Swarm Algorithm for Airfoil Shape Optimization Problems', in 41st Aerospace Sciences Meeting and Exhibit, http://dx.doi.org/10.2514/6.2003-102

Conference Papers | 2003

Tan CM; Ray T; Tsai HM, 2003, 'A Comparative Study of Evolutionary Algorithm and Swarm Algorithm for Airfoil Shape Optimization Problems', in Proceedings of 41st Aerospace Sciences Meeting and Exhibit, AIAA, Reno, presented at 41st Aerospace Sciences Meeting, Reno, http://www.aiaa.org/agenda.cfm?lumeetingid=582

Conference Papers | 2003

Venkatarajalu NV; Ray T, 2003, 'Single and Multi-objective design of Yagi-Uda Antennas using Computational Intelligence', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299810

Conference Papers | 2003

Won K; Ray T; Tai K, 2003, 'A Framework for Optimization Using Approximate Functions', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299853

Conference Papers | 2003

Won K; Ray T; Tai K, 2003, 'Modelling and Managing Approximate Functions within an Optimization Framework', in Proceedings of 2nd international conference on Computational Intelligence, Robotics and Autonomous Systems, Singapore, presented at 2nd International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS 2003), Singapore, 15 December 2003 - 18 December 2003, http://ciras.nus.edu.sg/ciras03.html

Conference Papers | 2002

Ray T; Poan CL; Tai K, 2002, 'A New Fitness Assignment and Parent Selection Strategy within an Evolutionary Algorithm for Constrained Optimization Problems', in Wang Y (ed.), 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL 2002), IEEE, Singapore, presented at 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL `02), Singapore, 18 November 2002 - 22 November 2002

Conference Papers | 2002

Ray T; Tsai HM; Tan CM, 2002, 'Effects of Solver Fidelity on the Performance of a Stochastic Parallel Search for Airfoil Shape Optimization', in AIAA (ed.), 9th AIAA/ISSMO Symposium and Exhibit on Multidisciplinary Analysis and Optimization, Atlanta, Georgia USA, presented at 9th AIAA/ISSMO Symposium and Exhibit on Multidisciplinary Analysis and Optimization, Atlanta, Georgia USA

Conference Papers | 2002

Ray T; Tsai HM; Tan CM, 2002, 'Effects of solver fidelity on a parallel search algorithm's performance for airfoil shape optimization problems', in 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, http://dx.doi.org/10.2514/6.2002-5597

Conference Papers | 2002

Ray T; Tsai HM, 2002, 'Some Issues in NURBS Representation of Airfoil Shapes for Optimization', presented at 8th International Conference on Numerical Grid Generation in Computational Field Simulations

Conference Papers | 2002

Ray T, 2002, 'A Behavioural Model for Single and Multi-objective Design Optimization', India, presented at International Conference on Ship and Ocean Technology, India

Conference Papers | 2002

Ray T, 2002, 'Constrained Robust Optimal Design using a Multi-objective Evolutionary Algorithm', in Fogel D; El-Sharkawi M; Yao X; Greenwood G; Iba H; Marrow P; Shackleto M (eds.), Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, pp. 419 - 424, presented at World Congress on Computational Intelligence, Honolulu, Hawaii, 12 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1006271

Conference Papers | 2001

Liew KM; Tan H; Ray T; Tan MJ, 2001, 'Evolutionary Algorithm for Optimal Process Design in Sheet Metal Forming for Minimum Spring-back', Michigan, USA, presented at 6th US National Congress of Computational Mechanics, Michigan, USA

Conference Papers | 2001

Ray T; Liew KM, 2001, 'A Swarm with an Effective Information Sharing Mechanism for Unconstrained and Constrained Single Objective Optimization Problems', in Jong-Hwan K (ed.), Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, pp. 75 - 80, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934373

Conference Papers | 2001

Ray T; Saini P, 2001, 'A Simple Illustration of Optimization using a Swarm', Singapore, presented at International Conference on Computational Intelligence, Robotics and Autonomous Systems, Singapore

Conference Papers | 2000

Ray T; Tai K; Seow KC, 2000, 'An Evolutionary Algorithm for Constrained Optimization', in Whitley D; Goldberg D; Cantu-Paz E; Spector L; Parmee I; Beyer H-G (eds.), Genetic and Evolutionary Computation Conference, GECCO2000, Las Vegas, Nevada, USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2000), Las Vegas, Nevada, USA, 10 July 2000 - 12 July 2000

Conference Papers | 2000

Tai K; Cui GY; Ray T, 2000, 'DESIGN SYNTHESIS OF PATH GENERATING COMPLIANT MECHANISMS BY EVOLUTIONARY OPTIMIZATION OF TOPOLOGY AND SHAPE', in Proceedings of the ASME Design Engineering Technical Conference, pp. 243 - 250, http://dx.doi.org/10.1115/DETC2000/DAC-14518

Conference Papers | 2000

Tai K; Guang YC; Ray T, 2000, 'Design Synthesis of Path Generating Complaint Mechanisms by Evolutionary Optimization of Topology and Shape', in 2000 ASME Design Engineering Technical Conferences, ASME, New York, presented at ASME Design Engineering Technical Conferences 2000, Baltimore, Maryland, USA, 10 September 2000 - 14 September 2000

Conference Papers | 1997

Ray T; Mallick SK, 1997, 'A Decision Model for Optimum FPSO Acquisition and Management', Houstan, Texas, USA, presented at Offshore Technology Conference, Houstan, Texas, USA, 05 May 1997 - 08 May 1997, http://dx.doi.org/10.4043/8392-MS

Conference Papers | 1997

Ray T, 1997, 'Mathematical Modelling and Optimization of a Real life Dynamic Facility', Kharagpur, India, presented at Ship and Ocean Technology Conference, Kharagpur, India

Conference Papers | 1997

Ray T, 1997, 'Mathematical Modelling for Large Scale System Optimization', in Patterson D (ed.), Joint Pacific Asian Conference on Expert Systems/ Singapore International Conference in Intelligence Systems, Singapore, presented at Joint Pacific Asian Conference on Expert Systems/ Singapore International Conference in Intelligence Systems, Singapore

Conference Papers | 1996

Ray T, 1996, 'A Neural Network Model for Design Applications', Bombay, India, presented at National Seminar on Aerospace Structures, Bombay, India

Conference Papers | 1995

Ray T; Gokarn RP; Sha OP, 1995, 'An Integrated Decision Support System for Concept Design', Singapore, presented at International Conference on Maritime Technology, Singapore

Conference Papers | 1995

Ray T; Gokarn RP; Sha OP, 1995, 'Analysis of Ship Design under Uncertainty in the Multiple Criteria Decision Making Framework', in Kim H; Lee JW (ed.), Practical design of ships and mobile units, Seoul, South Korea, presented at Practical design of ships and mobile units, Seoul, South Korea, 17 September 1995 - 22 September 1995

Conference Papers | 1994

Ray T; Gokarn RP; Sha OP, 1994, 'Selection of the Main Propulsion Plant at the Preliminary Design stage using Multiple Criteria Decision Making', India, presented at International Maritime Conference, India

Conference Papers | 1994

Sha OP; Ray T; Gokarn RP, 1994, 'An Artificial Neural Network model for Preliminary Ship Design', Bremen, presented at International Conference on Computer Applications in Shipbuilding 1994, Bremen

Preprints |

Mortazavi A; Ghasri M; Haghshenas H; Ray T, Adaptive Logit Models for Constructing Feasible Solution for the Dial-a-Ride Problem, http://dx.doi.org/10.2139/ssrn.4307357

Preprints |

Mortazavi A; Ghasri M; Ray T, A Linearly Decreasing Deterministic Annealing Algorithm for the Multivehicle Dial-a-Ride Problem, http://dx.doi.org/10.2139/ssrn.4483800

Preprints |

Mortazavi A; Ghasri M; Ray T, Performance Analysis of Multi-Objective Demand-Responsive Transport as a Replacement for Local Bus Lines: A Case Study of Canberra Australia, http://dx.doi.org/10.2139/ssrn.4553493

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