A Convergence Analysis of Unconstrained and Bound Constrained Evolutionary Pattern Search
نویسندگان
چکیده
منابع مشابه
A Convergence Analysis of Unconstrained and Bound Constrained Evolutionary Pattern Search
We present and analyze a class of evolutionary algorithms for unconstrained and bound constrained optimization on R(n): evolutionary pattern search algorithms (EPSAs). EPSAs adaptively modify the step size of the mutation operator in response to the success of previous optimization steps. The design of EPSAs is inspired by recent analyses of pattern search methods. We show that EPSAs can be cas...
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ژورنال
عنوان ژورنال: Evolutionary Computation
سال: 2001
ISSN: 1063-6560,1530-9304
DOI: 10.1162/10636560151075095