Beadle, Lawrence and Johnson, Colin G. (2009) Semantically Driven Mutation in Genetic Programming. In: Proceedings of the 2009 IEEE Congress on Evolutionary Computation.
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:||Conference or workshop item (Paper)|
|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:||Faculties > Science Technology and Medical Studies > School of Computing > Applied and Interdisciplinary Informatics Group|
|Depositing User:||Mark Wheadon|
|Date Deposited:||29 Mar 2010 12:15|
|Last Modified:||06 Sep 2011 04:56|
|Resource URI:||http://kar.kent.ac.uk/id/eprint/24113 (The current URI for this page, for reference purposes)|
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