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Linkage Learning in Estimation of Distribution Algorithms

Coffin, D; Smith, RE; (2009) Linkage Learning in Estimation of Distribution Algorithms. In: Chen, Y-P and Lim, M-H, (eds.) Linkage in Evolutionary Computation. (141 - 156). Springer Verlag

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Abstract

This chapter explains how structural learning performed by multi-variate estimation of distribution algorithms (EDAs) while building their probabilistic models is a form of linkage learning. We then show how multi-variate EDAs linkage ...

Type: Book chapter
Title: Linkage Learning in Estimation of Distribution Algorithms
ISBN: 3540850678
ISBN-13: 9783540850670
Keywords: Computers
UCL classification: UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/1345998
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