Examining mutation landscapes in grammar based genetic programming

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dc.contributor.author Murphy, Eoin
dc.contributor.author O'Neill, Michael
dc.contributor.author Brabazon, Anthony
dc.date.accessioned 2012-02-16T12:34:29Z
dc.date.available 2012-02-16T12:34:29Z
dc.date.copyright 2011 Springer en
dc.date.issued 2011-04-27
dc.identifier.isbn 978-3-642-20406-7
dc.identifier.uri http://hdl.handle.net/10197/3513
dc.description Paper presented at the Genetic Programming,14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011 en
dc.description.abstract Representation is a very important component of any evolutionary algorithm. Changing the representation can cause an algorithm to perform very differently. Such a change can have an effect that is difficult to understand. This paper examines what happens to the grammatical evolution algorithm when replacing the commonly used context-free grammar representation with a tree-adjunct grammar representation. We model the landscapes produced when using integer flip mutation with both representations and compare these landscapes using visualisation methods little used in the field of genetic programming. en
dc.description.sponsorship Science Foundation Ireland en
dc.format.extent 5539378 bytes
dc.format.mimetype application/pdf
dc.language.iso en en
dc.publisher Springer en
dc.relation.ispartof Genetic Programming 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings en
dc.relation.requires CASL Research Collection en
dc.rights The final publication is available at springerlink.com en
dc.subject Grammatical evolution en
dc.subject Genetic programming en
dc.subject Mutation en
dc.subject Tree-adjunct grammar en
dc.subject Representation en
dc.subject.lcsh Genetic programming (Computer science) en
dc.subject.lcsh Evolutionary computation en
dc.title Examining mutation landscapes in grammar based genetic programming en
dc.type Conference Publication en
dc.internal.availability Full text available en
dc.internal.webversions http://dx.doi.org/10.1007/978-3-642-20407-4_12 en
dc.status Peer reviewed en
dc.identifier.doi 10.1007/978-3-642-20407-4_12
dc.neeo.contributor Murphy|Eoin|aut| en
dc.neeo.contributor O'Neill|Michael|aut| en
dc.neeo.contributor Brabazon|Anthony|aut| en
dc.description.admin ti, ke, ab, co - TS 02.12 en

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