By Professor Tapabrata Ray

Conference Papers

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Zaman MF; Elsayed SABER; Ray ; Sarker , 2016, 'An Evolutionary Framework for Bi-objective Dynamic Economic and Environmental Dispatch Problems', in Leu ; Singh ; Elsayed (eds.), INTELLIGENT AND EVOLUTIONARY SYSTEMS, IES 2016, 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

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

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

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

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

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

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

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

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

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

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

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

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/

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/

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/

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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