Statistical Evoluionary Algorithms are ...

This thesis proposes three elemental methods for Statistical Evolutionary Algorithms. First one is a general and more efficient convergence mechanism. Second one is a population mechanism derived mathematically. Third one is about the convergence speed with theoretical background.

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Takayuki Higo, "Research on the Importance Sampling Method for Evolutionary Algorithms Based on Probability Models", Doctor Thesis, Tokyo Institute of Technology, 2008.

This is a memo for understanding my doctoral thesis.