Yaochu Jin
Yaochu Jin
Humboldt Professor for AI, Bielefeld University and Distinguished Chair, University of Surrey
Email confirmado em surrey.ac.uk - Página inicial
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Evolutionary optimization in uncertain environments-a survey
Y Jin, J Branke
IEEE Transactions on Evolutionary Computation 9 (3), 303-317, 2005
17732005
A comprehensive survey of fitness approximation in evolutionary computation
Y Jin
Soft computing 9 (1), 3-12, 2005
13262005
Surrogate-assisted evolutionary computation: Recent advances and future challenges
Y Jin
Swarm and Evolutionary Computation 1 (2), 61-70, 2011
9082011
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
R Cheng, Y Jin, O Markus, B Sendhoff
IEEE Transactions on Evolutionary Computation 20 (5), 773 - 791, 2016
7292016
RM-MEDA: A regularity model-based multiobjective estimation of distribution algorithm
Q Zhang, A Zhou, Y Jin
IEEE Transactions on Evolutionary Computation 12 (1), 41-63, 2008
6952008
A framework for evolutionary optimization with approximate fitness functions
Y Jin, M Olhofer, B Sendhoff
IEEE Transactions on Evolutionary Computation 6 (5), 481-494, 2002
6952002
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization
Y Tian, R Cheng, X Zhang, Y Jin
IEEE Computational Intelligence Magazine 12 (4), 73 - 87, 2017
6502017
Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement
Y Jin
IEEE Transactions on Fuzzy Systems 8 (2), 212-221, 2000
5892000
A Knee Point Driven Evolutionary Algorithm for Many-Objective Optimization
X Zhang, Y Tian, Y Jin
IEEE Transactions on Evolutionary Computation 19 (6), 761-776, 2015
4972015
A Competitive Swarm Optimizer for Large Scale Optimization.
R Cheng, Y Jin
IEEE Transactions on Cybernetics 45 (2), 191-204, 2015
4742015
A social learning particle swarm optimization algorithm for scalable optimization
R Cheng, Y Jin
Information Sciences 291, 43-60, 2015
4652015
Pareto-based multiobjective machine learning: An overview and case studies
Y Jin, B Sendhoff
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2008
3982008
An Efficient Approach to Non-dominated Sorting for Evolutionary Multi-objective Optimization
X Zhang, Y Tian, R Cheng, Y Jin
IEEE Transactions on Evolutionary Computation 19 (2), 201-213, 2015
3772015
Generalizing surrogate-assisted evolutionary computation
D Lim, Y Jin, YS Ong, B Sendhoff
IEEE Transactions on Evolutionary Computation 14 (3), 329-355, 2009
3772009
A critical survey of performance indices for multi-objective optimisation
T Okabe, Y Jin, B Sendhoff
The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 2, 878-885, 2003
3642003
Dynamic weighted aggregation for evolutionary multi-objective optimization: Why does it work and how?
Y Jin, M Olhofer, B Sendhoff
Genetic and Evolutionary Computation Conference GECCO., 1042-1049, 2001
3012001
Trade-off between performance and robustness: An evolutionary multiobjective approach
Y Jin, B Sendhoff
Evolutionary Multi-Criterion Optimization, LNCS 2632, 237-251, 2003
2732003
On generating fc/sup 3/fuzzy rule systems from data using evolution strategies
Y Jin, W Von Seelen, B Sendhoff
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 29 …, 1999
2711999
Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms
K Foli, T Okabe, M Olhofer, Y Jin, B Sendhoff
International Journal of Heat and Mass Transfer 49 (5-6), 1090-1099, 2006
2672006
An indicator-based multiobjective evolutionary algorithm with reference point adaptation for better versatility
Y Tian, R Cheng, X Zhang, F Cheng, Y Jin
IEEE Transactions on Evolutionary Computation 22 (4), 609-622, 2017
2632017
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