Aabstract

An analysis of the dynamic behavior of Evolution Strategies applied to Traveling Salesman Problems is presented. For a special class of Traveling Salesman Problems a stochastic model of the optimization process is introduced.Based on this model different features determining the optimization process of Evolution Strategies are analyzed. In addition the stochastic model is extended to explain some aspects of Simulated Annealing.

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