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GECCO
2003
Springer
13 years 10 months ago
A Clustering Based Niching Method for Evolutionary Algorithms
Felix Streichert, Gunnar Stein, Holger Ulmer, Andr...
GECCO
2006
Springer
186views Optimization» more  GECCO 2006»
13 years 8 months ago
Comparison of multi-modal optimization algorithms based on evolutionary algorithms
Many engineering optimization tasks involve finding more than one optimum solution. The present study provides a comprehensive review of the existing work done in the field of mul...
Gulshan Singh, Kalyanmoy Deb
GECCO
2006
Springer
178views Optimization» more  GECCO 2006»
13 years 8 months ago
Adaptively choosing niching parameters in a PSO
Niching techniques play an important role in evolutionary algorithms. Existing niching methods often require userspecified parameters, limiting their usefulness. This paper propos...
Stefan Bird, Xiaodong Li
AE
2003
Springer
13 years 10 months ago
A Clustering Based Niching EA for Multimodal Search Spaces
Abstract. We propose a new niching method for Evolutionary Algorithms which is able to identify and track global and local optima in a multimodal search space. To prevent the loss ...
Felix Streichert, Gunnar Stein, Holger Ulmer, Andr...
GECCO
2010
Springer
197views Optimization» more  GECCO 2010»
13 years 8 months ago
Niching the CMA-ES via nearest-better clustering
We investigate how a niching based evolutionary algorithm fares on the BBOB function test set, knowing that most problems are not very well suited to this algorithm class. However...
Mike Preuss