Java Implementation of a Parameter-less Evolutionary Portfolio

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Provided by: Cornell University
Topic: Enterprise Software
Format: PDF
The Java implementation of a portfolio of parameter-less evolutionary algorithms is presented. The parameter-less evolutionary portfolio implements a heuristic that performs adaptive selection of parameter-less evolutionary algorithms in accordance with performance criteria that are measured during running time. At present time, the portfolio includes three parameter-less evolutionary algorithms: parameter-less univariate marginal distribution algorithm, parameter-less extended compact genetic algorithm, and parameter-less hierarchical Bayesian optimization algorithm.
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