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12

EUROGP
2010
Springer

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Geometric Differential Evolution on the Space of Genetic Programs

13 years 7 months ago

Geometric Differential Evolution on the Space of Genetic Programs

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Abstract. Geometric Differential Evolution (GDE) is a very recently introduced formal generalization of traditional Differential Evolution (DE) that can be used to derive specific GDE for both continuous and combinatorial spaces retaining the same geometric interpretation of the dynamics of the DE search across representations. In this paper, we derive formally a specific GDE for the space of genetic programs. The result is a Differential Evolution algorithm searching the space of genetic programs by acting directly on their tree representation. We present experimental results for the new algorithm.

Alberto Moraglio, Sara Silva

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EUROGP 2010 | Formal Generalization | Genetic Programs | Optimization | Specific Gde |

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Added	02 Sep 2010
Updated	02 Sep 2010
Type	Conference
Year	2010
Where	EUROGP
Authors	Alberto Moraglio, Sara Silva

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