By Associate Professor Hemant Kumar Singh

Conference Papers

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

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