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Sampling of Unique Structures and Behaviours in Genetic Programming Export

by: S. Gustafson, E. K. Burke, G. Kendall

edited by: M. Keijzer, Others

In Genetic Programming, Proceedings of the 6th European Conference, Vol. 3003 (April 2004), pp. 279-288.

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behaviors causality crossover genetic genetic-programming programming sampling semantics structures subtree

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Potentially useful in our work on subtree and context semantics in GP crossover.

mcphee (public note) - 2006-05-25 20:19:15

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This paper examines the sampling of unique structures and behaviours in genetic programming. A novel description of behaviour is used to better understand the solutions visited during genetic programming search. Results provide new insight about deception that can be used to improve the algorithm and demonstrate the capability of genetic programming to sample dierent large tree structures during the evolutionary process.


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