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Abhishek Gupta
Abhishek Gupta
Ramanujan Faculty Fellow, IIT Goa; (formerly Scientist at A*STAR and NTU Singapore)
Verified email at iitgoa.ac.in - 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
7222015
Multiobjective multifactorial optimization in evolutionary multitasking
A Gupta, YS Ong, L Feng, KC Tan
IEEE transactions on cybernetics 47 (7), 1652-1665, 2016
3552016
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
3172019
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
3122018
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
3072017
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
2632017
Evolutionary multitasking: A computer science view of cognitive multitasking
YS Ong, A Gupta
Cognitive Computation 8, 125-142, 2016
2242016
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
2172017
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
1582017
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
1482020
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
1402020
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
1372016
Autoencoding Evolutionary Search with Learning across Heterogeneous Problems
L Feng, YS Ong, S Jiang, A Gupta
IEEE Transactions on Evolutionary Computation, 2017
1242017
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
1232017
Evolutionary multitasking in bi-level optimization
A Gupta, J Mańdziuk, YS Ong
Complex & Intelligent Systems 1, 83-95, 2015
1112015
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
1102017
Curbing negative influences online for seamless transfer evolutionary optimization
B Da, A Gupta, YS Ong
IEEE transactions on cybernetics 49 (12), 4365-4378, 2018
1072018
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
1072017
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
1012019
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
852018
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Articles 1–20