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CEC
2008
IEEE

Semantically driven crossover in genetic programming

8 years 8 months ago
Semantically driven crossover in genetic programming
—Crossover forms one of the core operations in genetic programming and has been the subject of many different investigations. We present a novel technique, based on semantic analysis of programs, which forces each crossover to make candidate programs take a new step in the behavioural search space. We demonstrate how this technique results in better performance and smaller solutions in two separate genetic programming experiments.
Lawrence Beadle, Colin G. Johnson
Added 29 May 2010
Updated 29 May 2010
Type Conference
Year 2008
Where CEC
Authors Lawrence Beadle, Colin G. Johnson
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