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97
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CEC
2008
IEEE
15 years 27 days ago
Multilevel cooperative coevolution for large scale optimization
In this paper, we propose a multilevel cooperative coevolution (MLCC) framework for large scale optimization problems. The motivation is to improve our previous work on grouping ba...
Zhenyu Yang, Ke Tang, Xin Yao
89
Voted
ISCI
2008
159views more  ISCI 2008»
14 years 11 months ago
Large scale evolutionary optimization using cooperative coevolution
Evolutionary algorithms (EAs) have been applied with success to many numerical and combinatorial optimization problems in recent years. However, they often lose their effectivenes...
Zhenyu Yang, Ke Tang, Xin Yao
87
Voted
CEC
2010
IEEE
14 years 11 months ago
Cooperative Co-evolution with delta grouping for large scale non-separable function optimization
— Many evolutionary algorithms have been proposed for large scale optimization. Parameter interaction in nonseparable problems is a major source of performance loss specially on ...
Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
103
Voted
PPSN
2010
Springer
14 years 8 months ago
Large-Scale Global Optimization Using Cooperative Coevolution with Variable Interaction Learning
Wenxiang Chen, Thomas Weise, Zhenyu Yang, Ke Tang
84
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GECCO
2010
Springer
176views Optimization» more  GECCO 2010»
15 years 28 days ago
A hierarchical cooperative evolutionary algorithm
To successfully search multiple coadaptive subcomponents in a solution, we developed a novel cooperative evolutionary algorithm based on a new computational multilevel selection f...
Shelly Xiaonan Wu, Wolfgang Banzhaf