Semantic-based subtree crossover applied to dynamic problems

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dc.contributor.author Nguyen, Quang Uy
dc.contributor.author Murphy, Eoin
dc.contributor.author O'Neill, Michael
dc.contributor.author Nguyen, Xuan Hoai
dc.date.accessioned 2012-03-27T14:13:19Z
dc.date.available 2012-03-27T14:13:19Z
dc.date.copyright 2011 IEEE en
dc.date.issued 2011-10-14
dc.identifier.isbn 978-1-4577-1848-9
dc.identifier.uri http://hdl.handle.net/10197/3539
dc.description Presented at KSE 2011, The Third International Conference on Knowledge and Systems Engineering, Hanoi, Vietnam, 14-17 October, 2011 en
dc.description.abstract Although many real world problems are dynamic in nature, the study of Genetic Programming in dynamic environments is still immature. This paper investigates the application of some recently proposed semantic-based crossover operators on a series of dynamic problems. The operators studied include Semantic Similarity based Crossover and the Most Semantic Similarity based Crossover. The experimental results show the advantage of using semantic based crossovers when tackling dynamic problems. en
dc.description.sponsorship Science Foundation Ireland en
dc.description.sponsorship Irish Research Council for Science, Engineering and Technology en
dc.format.extent 80976 bytes
dc.format.mimetype application/pdf
dc.language.iso en en
dc.publisher IEEE en
dc.relation.ispartof Ho, Tu Bao et al. (eds.). KSE 2011 : the third international conference on knowledge and systems engineering [proceedings] en
dc.relation.requires CASL Research Collection en
dc.rights 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. en
dc.subject Genetic programming en
dc.subject Semantics en
dc.subject Dynamic environments en
dc.subject Crossover en
dc.subject.lcsh Genetic programming (Computer science) en
dc.subject.lcsh Semantics en
dc.subject.lcsh Dynamic programming en
dc.title Semantic-based subtree crossover applied to dynamic problems 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/10.1109/KSE.2011.20 en
dc.status Peer reviewed en
dc.identifier.doi 10.1109/KSE.2011.20
dc.neeo.contributor Nguyen|Quang Uy|aut| en
dc.neeo.contributor Murphy|Eoin|aut| en
dc.neeo.contributor O'Neill|Michael|aut| en
dc.neeo.contributor Nguyen|Xuan Hoai|aut| en
dc.description.admin ti, ab, ke, ab, li - TS 20.02.12 en


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