Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function

Details Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function

2011-08-20

arxiv.org/abs/1108.4083v2

Computer Science

Neural and Evolutionary Computing

accepted for AI 2011: 24th Australasian Joint Conference on Artificial Intelligence

Scientific paper

We present an analysis of the performance of an elitist Evolutionary
algorithm using a recombination operator known as 1-Bit-Swap on the Royal Roads
test function based on a population. We derive complete, approximate and
asymptotic convergence rates for the algorithm. The complete model shows the
benefit of the size of the population and re- combination pool.

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