By Associate Professor Hemant Kumar Singh

Conference Papers

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

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

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

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

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 Presentations

Neumann F; Neumann A; Singh H, 2023, 'Evolutionary computation for stochastic problems', http://dx.doi.org/10.1145/3583133.3595052

Theses / Dissertations

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

Preprints

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

Sinha A; Pujara D; Singh HK, 2024, Decomposition of Difficulties in Complex Optimization Problems Using a Bilevel Approach, http://dx.doi.org/10.48550/arxiv.2407.03454

Liu J; Singh H; Elsayed S; Hunjet R; Abbass H, 2023, Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments, http://dx.doi.org/10.48550/arxiv.2301.10363

Liu J; Singh H; Elsayed SM; Hunjet R; Abbass H, 2023, Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments, http://dx.doi.org/10.2139/ssrn.4373173

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

Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjet R; Abbass H, 2020, Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution, http://arxiv.org/abs/2008.12639v1

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