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https://hdl.handle.net/2440/66760
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DC Field | Value | Language |
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dc.contributor.author | Friedrich, T. | - |
dc.contributor.author | Neumann, F. | - |
dc.date.issued | 2008 | - |
dc.identifier.citation | Proceedings of the IEEE Congress on Evolutionary Computation, 2008 (IEEE World Congress on Computational Intelligence), 1-6 June, 2008, pp. 997-1003 | - |
dc.identifier.isbn | 9781424418220 | - |
dc.identifier.uri | http://hdl.handle.net/2440/66760 | - |
dc.description.abstract | Representation techniques are important issues when designing successful evolutionary algorithms. Within this field the use of neutrality plays an important role. We examine the use of bit-wise neutrality introduced by Poli and Lopez (2007) from a theoretical point of view and show that this mechanism only enhances mutation-based evolutionary algorithms if not the same number of genotypic bits for each phenotypic bit is used. Using different numbers of genotypic bits for the bits in the phenome we point out by rigorous runtime analyses that it may reduce the optimization time significantly. | - |
dc.description.statementofresponsibility | Tobias Friedrich and Frank Neumann | - |
dc.language.iso | en | - |
dc.publisher | IEEE Press | - |
dc.relation.ispartofseries | IEEE Congress on Evolutionary Computation | - |
dc.rights | © 2008 IEEE | - |
dc.source.uri | http://dx.doi.org/10.1109/cec.2008.4630918 | - |
dc.title | When to use bit-wise neutrality | - |
dc.type | Conference paper | - |
dc.contributor.conference | IEEE Congress on Evolutionary Computation (2008 : Hong Kong) | - |
dc.identifier.doi | 10.1109/CEC.2008.4630918 | - |
dc.publisher.place | Los Alamitos, California | - |
pubs.publication-status | Published | - |
dc.identifier.orcid | Neumann, F. [0000-0002-2721-3618] | - |
Appears in Collections: | Aurora harvest 5 Computer Science publications |
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