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Abhishek Gupta
Abhishek Gupta
Agency for Science, Technology and Research (A*STAR) Singapore
Verified email at simtech.a-star.edu.sg - Homepage
Title
Cited by
Cited by
Year
Multifactorial evolution: toward evolutionary multitasking
A Gupta, YS Ong, L Feng
IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015
4292015
Multiobjective multifactorial optimization in evolutionary multitasking
A Gupta, YS Ong, L Feng, KC Tan
IEEE transactions on cybernetics 47 (7), 1652-1665, 2016
2342016
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
1832017
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
1762017
Evolutionary multitasking: a computer science view of cognitive multitasking
YS Ong, A Gupta
Cognitive Computation 8 (2), 125-142, 2016
1672016
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
1642018
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
1532019
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
912016
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
892017
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
852017
Evolutionary multitasking in bi-level optimization
A Gupta, J Mańdziuk, YS Ong
Complex & Intelligent Systems 1 (1), 83-95, 2015
772015
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
742017
Autoencoding Evolutionary Search with Learning across Heterogeneous Problems
L Feng, YS Ong, S Jiang, A Gupta
IEEE Transactions on Evolutionary Computation, 2017
702017
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
642020
Curbing negative influences online for seamless transfer evolutionary optimization
B Da, A Gupta, YS Ong
IEEE Transactions on Cybernetics 49 (12), 4365-4378, 2018
582018
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
582018
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
552020
Memetic computation: the mainspring of knowledge transfer in a data-driven optimization era
A Gupta, YS Ong
Springer, 2018
55*2018
Knowledge transfer through machine learning in aircraft design
ATW Min, R Sagarna, A Gupta, YS Ong, CK Goh
IEEE Computational Intelligence Magazine 12 (4), 48-60, 2017
532017
Coevolutionary multitasking for concurrent global optimization: With case studies in complex engineering design
MY Cheng, A Gupta, YS Ong, ZW Ni
Engineering Applications of Artificial Intelligence 64, 13-24, 2017
532017
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