Yew-Soon Ong
Yew-Soon Ong
Professor of School of Computer Science, IEEE Fellow
Verified email at ntu.edu.sg
TitleCited byYear
Meta-Lamarckian learning in memetic algorithms
YS Ong, AJ Keane
IEEE transactions on evolutionary computation 8 (2), 99-110, 2004
6742004
Classification of adaptive memetic algorithms: a comparative study
YS Ong, MH Lim, N Zhu, KW Wong
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
5392006
Evolutionary optimization of computationally expensive problems via surrogate modeling
YS Ong, PB Nair, AJ Keane
AIAA journal 41 (4), 687-696, 2003
4652003
A multi-facet survey on memetic computation
X Chen, YS Ong, MH Lim, KC Tan
IEEE Transactions on Evolutionary Computation 15 (5), 591-607, 2011
3882011
Wrapper–filter feature selection algorithm using a memetic framework
Z Zhu, YS Ong, M Dash
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 37 …, 2007
3742007
A fast pruned-extreme learning machine for classification problem
HJ Rong, YS Ong, AH Tan, Z Zhu
Neurocomputing 72 (1-3), 359-366, 2008
3092008
Extreme learning machines
E Cambria, Q Liu, K Li, VCM Leung, L Feng, YS Ong, MH Lim, A Akusok, ...
IEEE Intelligent Systems, 30-59, 2013
2912013
Generalizing surrogate-assisted evolutionary computation
D Lim, Y Jin, YS Ong, B Sendhoff
IEEE Transactions on Evolutionary Computation 14 (3), 329, 2010
2862010
Combining global and local surrogate models to accelerate evolutionary optimization
Z Zhou, YS Ong, PB Nair, AJ Keane, KY Lum
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2006
2752006
Memetic computation—past, present & future [research frontier]
YS Ong, MH Lim, X Chen
IEEE Computational Intelligence Magazine 5 (2), 24-31, 2010
2382010
A probabilistic memetic framework
QH Nguyen, YS Ong, MH Lim
IEEE Transactions on evolutionary Computation 13 (3), 604-623, 2009
2202009
Efficient hierarchical parallel genetic algorithms using grid computing
D Lim, YS Ong, Y Jin, B Sendhoff, BS Lee
Future Generation Computer Systems 23 (4), 658-670, 2007
2192007
Markov blanket-embedded genetic algorithm for gene selection
Z Zhu, YS Ong, M Dash
Pattern Recognition 40 (11), 3236-3248, 2007
2122007
Max-min surrogate-assisted evolutionary algorithm for robust design
YS Ong, PB Nair, KY Lum
IEEE Transactions on Evolutionary Computation 10 (4), 392-404, 2006
2072006
Research frontier-memetic computation—past, present & future
YS Ong, MH Lim, X Chen
IEEE Computational Intelligence Magazine 5 (2), 24, 2010
1962010
The emerging" big dimensionality"
Y Zhai, YS Ong, IW Tsang
1662014
Consistencies and contradictions of performance metrics in multiobjective optimization
S Jiang, YS Ong, J Zhang, L Feng
IEEE transactions on cybernetics 44 (12), 2391-2404, 2014
1542014
Evolutionary computation in dynamic and uncertain environments
S Yang, YS Ong, Y Jin
Springer Science & Business Media, 2007
1532007
Surrogate-assisted evolutionary optimization frameworks for high-fidelity engineering design problems
YS Ong, PB Nair, AJ Keane, KW Wong
Knowledge Incorporation in Evolutionary Computation, 307-331, 2005
1422005
Memetic algorithm using multi-surrogates for computationally expensive optimization problems
Z Zhou, YS Ong, MH Lim, BS Lee
Soft Computing 11 (10), 957-971, 2007
1402007
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