Combining the Strengths of the Bayesian Optimization Algorithm and Adaptive Evolution Strategies Export

@misc{citeulike:1292295, abstract = {This paper proposes a method that combines competent genetic algorithms working in discrete domains with adaptive evolution strategies working in continuous domains. We use discretization to transform solution between the two domains. The results of our experiments with the Bayesian optimization algorithm as a discrete optimizer and -self- adaptive mutation of evolution strategies as a continuous optimizer combined using k- means clustering suggest that the algorithm scales up well...}, author = {Pelikan, Martin and Goldberg, David E. and Tsutsui, Shigeyoshi}, citeulike-article-id = {1292295}, citeulike-linkout-0 = {http://citeseer.ist.psu.edu/pelikan02combining.html}, citeulike-linkout-1 = {http://citeseer.lcs.mit.edu/pelikan02combining.html}, citeulike-linkout-2 = {http://citeseer.ifi.unizh.ch/pelikan02combining.html}, citeulike-linkout-3 = {http://citeseer.comp.nus.edu.sg/pelikan02combining.html}, keywords = {adaptation, bayesian-edas, boa, continuous-edas, edas}, posted-at = {2007-08-21 10:25:37}, priority = {2}, title = {Combining the Strengths of the Bayesian Optimization Algorithm and Adaptive Evolution Strategies}, url = {http://citeseer.ist.psu.edu/pelikan02combining.html} }

TY - GEN ID - citeulike:1292295 L3 - citeulike-article-id:1292295 N2 - This paper proposes a method that combines competent genetic algorithms working in discrete domains with adaptive evolution strategies working in continuous domains. We use discretization to transform solution between the two domains. The results of our experiments with the Bayesian optimization algorithm as a discrete optimizer and -self- adaptive mutation of evolution strategies as a continuous optimizer combined using k- means clustering suggest that the algorithm scales up well... TI - Combining the Strengths of the Bayesian Optimization Algorithm and Adaptive Evolution Strategies KW - adaptation KW - bayesian-edas KW - boa KW - continuous-edas KW - edas AU - Pelikan, Martin AU - Goldberg, David AU - Tsutsui, Shigeyoshi UR - http://citeseer.ist.psu.edu/pelikan02combining.html ER -