Title

Semantic Crossover Operator for GP based on the Second Partial Derivative of the Error Function

Author

RANYART RODRIGO SUAREZ PONCE DEL LEON

JUAN JOSE FLORES ROMERO

MARIO GRAFF GUERRERO

Access level

Open Access

Summary or description

In recent years, a variety of semantic operators have been successfully developed to improve the performance of GP. This work presents a new semantic operator based on the semantic crossover based on the partial derivative error. The operator presented here uses the information of the second partial derivative to choose a crossover point in the second parent. The results show an improvement with respect to previous semantic operator.

Publisher

Research in Computing Science 94

Publish date

2015

Publication type

Article

Format

application/pdf

Language

English

Audience

Researchers

Source repository

Repositorio Institucional de INFOTEC

Downloads

259

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