Multifactorial evolution: toward evolutionary multitasking A Gupta, YS Ong, L Feng IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015 | 530 | 2015 |
Multiobjective multifactorial optimization in evolutionary multitasking A Gupta, YS Ong, L Feng, KC Tan IEEE transactions on cybernetics 47 (7), 1652-1665, 2016 | 287 | 2016 |
Insights on transfer optimization: Because experience is the best teacher A Gupta, YS Ong, L Feng IEEE Transactions on Emerging Topics in Computational Intelligence 2 (1), 51-64, 2017 | 234 | 2017 |
Evolutionary multitasking via explicit autoencoding L Feng, L Zhou, J Zhong, A Gupta, YS Ong, KC Tan, AK Qin IEEE transactions on cybernetics 49 (9), 3457-3470, 2018 | 225 | 2018 |
Multifactorial evolutionary algorithm with online transfer parameter estimation: MFEA-II KK Bali, YS Ong, A Gupta, PS Tan IEEE Transactions on Evolutionary Computation 24 (1), 69-83, 2019 | 218 | 2019 |
A New Decomposition-Based NSGA-II for Many-Objective Optimization M Elarbi, S Bechikh, A Gupta, LB Said, YS Ong IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017 | 214 | 2017 |
Evolutionary multitasking: a computer science view of cognitive multitasking YS Ong, A Gupta Cognitive Computation 8, 125-142, 2016 | 195 | 2016 |
Evolutionary multitasking for single-objective continuous optimization: Benchmark problems, performance metric, and baseline results B Da, YS Ong, L Feng, AK Qin, A Gupta, Z Zhu, CK Ting, K Tang, X Yao arXiv preprint arXiv:1706.03470, 2017 | 167 | 2017 |
Linearized domain adaptation in evolutionary multitasking KK Bali, A Gupta, L Feng, YS Ong, TP Siew 2017 IEEE Congress on Evolutionary Computation (CEC), 1295-1302, 2017 | 120 | 2017 |
Evolutionary multitasking in permutation-based combinatorial optimization problems: Realization with TSP, QAP, LOP, and JSP Y Yuan, YS Ong, A Gupta, PS Tan, H Xu 2016 IEEE Region 10 Conference (TENCON), 3157-3164, 2016 | 105 | 2016 |
Multiproblem surrogates: Transfer evolutionary multiobjective optimization of computationally expensive problems ATW Min, YS Ong, A Gupta, CK Goh IEEE Transactions on Evolutionary Computation 23 (1), 15-28, 2017 | 104 | 2017 |
Cognizant multitasking in multiobjective multifactorial evolution: MO-MFEA-II KK Bali, A Gupta, YS Ong, PS Tan IEEE transactions on cybernetics 51 (4), 1784-1796, 2020 | 95 | 2020 |
Evolutionary multitasking in bi-level optimization A Gupta, J Mańdziuk, YS Ong Complex & Intelligent Systems 1, 83-95, 2015 | 95 | 2015 |
Autoencoding Evolutionary Search with Learning across Heterogeneous Problems L Feng, YS Ong, S Jiang, A Gupta IEEE Transactions on Evolutionary Computation, 2017 | 93 | 2017 |
Evolutionary multitasking for multiobjective continuous optimization: Benchmark problems, performance metrics and baseline results Y Yuan, YS Ong, L Feng, AK Qin, A Gupta, B Da, Q Zhang, KC Tan, Y Jin, ... arXiv preprint arXiv:1706.02766, 2017 | 86 | 2017 |
Explicit evolutionary multitasking for combinatorial optimization: A case study on capacitated vehicle routing problem L Feng, Y Huang, L Zhou, J Zhong, A Gupta, K Tang, KC Tan IEEE transactions on cybernetics 51 (6), 3143-3156, 2020 | 84 | 2020 |
Curbing negative influences online for seamless transfer evolutionary optimization B Da, A Gupta, YS Ong IEEE transactions on cybernetics 49 (12), 4365-4378, 2018 | 82 | 2018 |
Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis Y Yuan, YS Ong, A Gupta, H Xu IEEE Transactions on Evolutionary Computation, 2017 | 81 | 2017 |
Evolutionary optimization of expensive multiobjective problems with co-sub-Pareto front Gaussian process surrogates J Luo, A Gupta, YS Ong, Z Wang IEEE transactions on cybernetics 49 (5), 1708-1721, 2018 | 71 | 2018 |
Landscape synergy in evolutionary multitasking A Gupta, YS Ong, B Da, L Feng, SD Handoko 2016 IEEE Congress on Evolutionary Computation (CEC), 3076-3083, 2016 | 67* | 2016 |