โ Scribed by Boumaza, Amine
No coin nor oath required. For personal study only.
We present an experimental study that shows a relationship between the dynamics of the environment and the adaptation of strategy parameters. Experiments conducted on two adaptive evolutionary strategies SA-ES and CMA-ES on the dynamic sphere function, show that the nature of the movements of the function's optimum are reflected in the evolution of the mutation steps. Three types of movements are presented: constant, linear and quadratic velocity, in all, the evolution of mutation steps during adaptation reflect distinctly the nature of the movements. Furthermore with CMA-ES, the direction of movement of the optimum can be extracted.
๐ SIMILAR VOLUMES
Hans-georg Beyer Et Al. (editors.) ; Sponsored By Acm Sigevo. Acm Order Number: 910050--t.p. Verso. ... Two Volume Proceedings Are Presented At The 7th Annual Genetic And Evolutionary Computation Conference--pref. Includes Bibliographical References And Index.
Hans-georg Beyer Et Al. (editors.) ; Sponsored By Acm Sigevo. Acm Order Number: 910050--t.p. Verso. ... Two Volume Proceedings Are Presented At The 7th Annual Genetic And Evolutionary Computation Conference--pref. Includes Bibliographical References And Index.
Hans-georg Beyer Et Al. (editors.) ; Sponsored By Acm Sigevo. Acm Order Number: 910050--t.p. Verso. ... Two Volume Proceedings Are Presented At The 7th Annual Genetic And Evolutionary Computation Conference--pref. Includes Bibliographical References And Index.
Hans-georg Beyer Et Al. (editors.) ; Sponsored By Acm Sigevo. Acm Order Number: 910050--t.p. Verso. ... Two Volume Proceedings Are Presented At The 7th Annual Genetic And Evolutionary Computation Conference--pref. Includes Bibliographical References And Index.