| Multifactorial evolution: toward evolutionary multitasking A Gupta, YS Ong, L Feng IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015 | 582 | 2015 |
| Multiobjective multifactorial optimization in evolutionary multitasking A Gupta, YS Ong, L Feng, KC Tan IEEE transactions on cybernetics 47 (7), 1652-1665, 2016 | 301 | 2016 |
| 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 | 253 | 2018 |
| 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 | 248 | 2017 |
| 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 | 239 | 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 | 230 | 2017 |
| Evolutionary multitasking: a computer science view of cognitive multitasking YS Ong, A Gupta Cognitive Computation 8, 125-142, 2016 | 208 | 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 | 184 | 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 | 134 | 2017 |
| 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 | 110 | 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 | 110 | 2016 |
| 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 | 109 | 2020 |
| 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 | 104 | 2020 |
| Evolutionary multitasking in bi-level optimization A Gupta, J Mańdziuk, YS Ong Complex & Intelligent Systems 1, 83-95, 2015 | 99 | 2015 |
| Autoencoding Evolutionary Search with Learning across Heterogeneous Problems L Feng, YS Ong, S Jiang, A Gupta IEEE Transactions on Evolutionary Computation, 2017 | 98 | 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 | 94 | 2017 |
| 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 | 94 | 2017 |
| Curbing negative influences online for seamless transfer evolutionary optimization B Da, A Gupta, YS Ong IEEE transactions on cybernetics 49 (12), 4365-4378, 2018 | 87 | 2018 |
| 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 | 74 | 2018 |
| Solving generalized vehicle routing problem with occasional drivers via evolutionary multitasking L Feng, L Zhou, A Gupta, J Zhong, Z Zhu, KC Tan, K Qin IEEE transactions on cybernetics 51 (6), 3171-3184, 2019 | 70 | 2019 |
Yew-Soon OngPresident Chair Professor of Computer Science, A*Star AI Chief ScientistVerified email at ntu.edu.sg
