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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 | Publisher's version | 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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CASL Research Collection [62]
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