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» Sub-structural niching in estimation of distribution algorit...
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GECCO
2005
Springer
102views Optimization» more  GECCO 2005»
13 years 10 months ago
Sub-structural niching in estimation of distribution algorithms
Kumara Sastry, Hussein A. Abbass, David E. Goldber...
CEC
2008
IEEE
13 years 11 months ago
NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization
— Since the Estimation of Distribution Algorithms (EDAs) have been introduced, several single model based EDAs and mixture model based EDAs have been developed. Take Gaussian mod...
Weishan Dong, Xin Yao
GPEM
2008
98views more  GPEM 2008»
13 years 4 months ago
Sporadic model building for efficiency enhancement of the hierarchical BOA
Efficiency enhancement techniques--such as parallelization and hybridization--are among the most important ingredients of practical applications of genetic and evolutionary algori...
Martin Pelikan, Kumara Sastry, David E. Goldberg
GECCO
2008
Springer
183views Optimization» more  GECCO 2008»
13 years 6 months ago
UMDAs for dynamic optimization problems
This paper investigates how the Univariate Marginal Distribution Algorithm (UMDA) behaves in non-stationary environments when engaging in sampling and selection strategies designe...
Carlos M. Fernandes, Cláudio F. Lima, Agost...