Titlebook: KI 2013: Advances in Artificial Intelligence; 36th Annual German C Ingo J. Timm,Matthias Thimm Conference proceedings 2013 Springer-Verlag

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Conference proceedings 2013September 2013. The 24 revised full papers presented together with 8 short papers were carefully reviewed and selected from 70 submissions. The papers contain research results on theory and applications of all aspects of AI.

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On Mutation Rate Tuning and Control for the (1+1)-EA,his paper is to give a comprehensive and fundamental comparison of tuning and control techniques of mutation rates employing the same algorithmic setting on a simple unimodal problem. After an analysis of various mutation rates for a (1+1)-EA on OneMax, we compare meta-evolution to Rechenberg’s 1/5th rule and self-adaptation.

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