Semantic Crossover Operator for GP based on the Second Partial Derivative of the Error Function
Ranyart Rodrigo Suarez, Mario Graff, Juan J. Flores · Research in Computing Science · 2015
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.