Abhishek Gupta
Abhishek Gupta
SIMTech A*STAR Singapore; Adjunct Research Scientist @ NTU
Geverifieerd e-mailadres voor simtech.a-star.edu.sg - Homepage
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Multifactorial evolution: toward evolutionary multitasking
A Gupta, YS Ong, L Feng
IEEE Transactions on Evolutionary Computation 20 (3), 343-357, 2015
2522015
Multiobjective multifactorial optimization in evolutionary multitasking
A Gupta, YS Ong, L Feng, KC Tan
IEEE transactions on cybernetics 47 (7), 1652-1665, 2016
1412016
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
1232017
Evolutionary multitasking: a computer science view of cognitive multitasking
YS Ong, A Gupta
Cognitive Computation 8 (2), 125-142, 2016
1132016
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
1072017
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
802018
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
702017
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
652019
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
612016
Evolutionary multitasking in bi-level optimization
A Gupta, J Mańdziuk, YS Ong
Complex & Intelligent Systems 1 (1-4), 83-95, 2015
582015
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
542017
Autoencoding Evolutionary Search with Learning across Heterogeneous Problems
L Feng, YS Ong, S Jiang, A Gupta
IEEE Transactions on Evolutionary Computation, 2017
522017
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
522017
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
452017
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
402017
A bilevel multi-objective road pricing model for economic, environmental and health sustainability
JYT Wang, M Ehrgott, KN Dirks, A Gupta
Transportation Research Procedia 3, 393-402, 2014
372014
Curbing negative influences online for seamless transfer evolutionary optimization
B Da, A Gupta, YS Ong
IEEE transactions on cybernetics 49 (12), 4365-4378, 2018
352018
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
322017
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
312016
Genetic transfer or population diversification? Deciphering the secret ingredients of evolutionary multitask optimization
A Gupta, YS Ong
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2016
302016
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Artikelen 1–20