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- articleSeptember 2014
Efficiency enhancement of estimation of distribution algorithms by a compressed tournament selection
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 26, Issue 5Pages 2537–2545Estimation of Distribution Algorithms EDA are population-based meta-heuristics that use probabilistic models to describe the relationships between variables of a problem. From these models, new solutions can be sampled without disruption of Building ...
- ArticleSeptember 2008
Enhancing the Efficiency of the ECGA
Proceedings of the 10th International Conference on Parallel Problem Solving from Nature --- PPSN X - Volume 5199Pages 165–174In this paper we show preliminary results of two efficiency enhancements proposed for Extended Compact Genetic Algorithm. First, a model building enhancement was used to reduce the complexity of the process from On 3 to On 2, speeding up the algorithm ...