Finite Population Effects for Ranking and Tournament Selection
Finite Population Effects for Ranking and Tournament Selection
The effect of ranking and binary tournament selection on the distribution of fitnesses and genetic correlation is calculated for a finite population. The results are different for continuous and discrete fitness functions. Results for both situations are obtained. These exact results are compared to a previously obtained approximation up to the third cumulant and shown to be in good agreement. Tournament and ranking selection are compared with Boltzmann selection for which exact finite population effects are already known.
183-205
Prügel-Bennett, Adam
b107a151-1751-4d8b-b8db-2c395ac4e14e
2000
Prügel-Bennett, Adam
b107a151-1751-4d8b-b8db-2c395ac4e14e
Prügel-Bennett, Adam
(2000)
Finite Population Effects for Ranking and Tournament Selection.
Complex Systems, 12 (2), .
Abstract
The effect of ranking and binary tournament selection on the distribution of fitnesses and genetic correlation is calculated for a finite population. The results are different for continuous and discrete fitness functions. Results for both situations are obtained. These exact results are compared to a previously obtained approximation up to the third cumulant and shown to be in good agreement. Tournament and ranking selection are compared with Boltzmann selection for which exact finite population effects are already known.
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Published date: 2000
Organisations:
Southampton Wireless Group
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Local EPrints ID: 253015
URI: http://eprints.soton.ac.uk/id/eprint/253015
PURE UUID: 149c3e50-2047-4b9e-8b2b-ea42419b27fe
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Date deposited: 25 Oct 2000
Last modified: 14 Mar 2024 05:25
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Author:
Adam Prügel-Bennett
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