By Associate Professor Hemant Kumar Singh

Book Chapters

Saini BS; Singh HK; Shavazipour B; Miettinen K, 2025, 'An Efficient Iterative Approach for Uniformly Representing Pareto Fronts', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 241 - 256, http://dx.doi.org/10.1007/978-981-96-3538-2_17

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

Sinha A; Pujara D; Singh HK, 2025, 'Bilevel Optimization-Based Decomposition for Solving Single and Multiobjective Optimization Problems', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 88 - 102, http://dx.doi.org/10.1007/978-981-96-3506-1_7

Singh HK, 2025, 'Extended Results on Analytical Hypervolume Indicator Calculation of Linear and Quadratic Pareto Fronts', in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 226 - 241, http://dx.doi.org/10.1007/978-981-96-3506-1_16

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

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

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

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

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

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

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

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

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

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