Select Publications

Conference Papers

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.), 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

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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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


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