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A Genetic Algorithm Tutorial

By Darrell Whitley

Abstract

This tutorial covers the canonical genetic algorithm as well as more experimental forms of genetic algorithms, including parallel island models and parallel cellular genetic algorithms. The tutorial also illustrates genetic search byhyperplane sampling. The theoretical foundations of genetic algorithms are reviewed, include the schema theorem as well as recently developed exact models of the canonical genetic algorithm

Topics: Genetic Algorithms, Search, Parallel Algorithms
Year: 1994
OAI identifier: oai:CiteSeerX.psu:10.1.1.135.3430
Provided by: CiteSeerX
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