Non-linearity measure of a problem's crossover suitability

Show simple item record Mason, Andrew en 2009-06-16T01:52:25Z en 2009-06-16T01:52:25Z en 1995 en
dc.identifier.citation Proceedings of the 1995 IEEE International Conference on Evolutionary Computation. Perth, Australia, 68-73. (1995) en
dc.identifier.uri en
dc.description An open access copy of this article is available and complies with the copyright holder/publisher conditions. en
dc.description.abstract For any problem with an unknown fitness function, justification of an evolutionary algorithm as a research method necessarily relies upon conjectures about that fitness function. This paper formulates apparent crossover partition coefficients (a generalisation of Walsh transforms) and uses these to develop a new model of crossover non-linearity ratios. Experimental runs demonstrate that this theory can offer insights into the apparent tractability of problems under crossover en
dc.publisher IEEE en
dc.relation.ispartof Proceedings of the IEEE Conference on Evolutionary Computation en
dc.rights Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. en
dc.rights.uri en
dc.title Non-linearity measure of a problem's crossover suitability en
dc.type Conference Paper en
dc.subject.marsden Fields of Research::290000 Engineering and Technology en
dc.identifier.doi 10.1109/ICEC.1995.489121 en
pubs.begin-page 68-73. en
dc.description.version VoR - Version of Record en
dc.rights.holder Copyright IEEE en
dc.rights.accessrights en

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