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CEC
2009
IEEE

Semantically driven mutation in genetic programming

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Semantically driven mutation in genetic programming
—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.
Lawrence Beadle, Colin G. Johnson
Added 20 May 2010
Updated 20 May 2010
Type Conference
Year 2009
Where CEC
Authors Lawrence Beadle, Colin G. Johnson
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