Beadle, Lawrence and Johnson, Colin G. (2009) Semantically Driven Mutation in Genetic Programming. In: 2009 IEEE Congress on Evolutionary Computation. IEEE, pp. 1336-1342. ISBN 978-1-4244-2958-5. (doi:10.1109/CEC.2009.4983099) (KAR id:24113)
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| Official URL: http://dx.doi.org/10.1109/CEC.2009.4983099 |
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Abstract
Using semantic analysis, we present a technique known as semantically driven mutation which can explicitly detect and apply behavioural changes caused by the syntactic changes in programs that result from the mutation operation. Using semantically driven mutation, we demonstrate increased performance in genetic programming on seven benchmark genetic programming problems over two different domains.
| Item Type: | Book section |
|---|---|
| DOI/Identification number: | 10.1109/CEC.2009.4983099 |
| Uncontrolled keywords: | Genetic Programming, Program Semantics, Semantically Driven Mutation, Reduced Ordered Binary Decision Diagrams |
| Subjects: | Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing |
| Depositing User: | Mark Wheadon |
| Date Deposited: | 29 Mar 2010 12:15 UTC |
| Last Modified: | 16 Nov 2021 10:02 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/24113 (The current URI for this page, for reference purposes) |
| Johnson, Colin G.: |  https://orcid.org/0000-0002-9236-6581 |
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