Semantic Crossover Operator for GP based on the Second Partial Derivative of the Error Function
RANYART RODRIGO SUAREZ PONCE DEL LEON
JUAN JOSE FLORES ROMERO
MARIO GRAFF GUERRERO
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.
Research in Computing Science 94
Repositorio Institucional de INFOTEC