Estudo da Parametrização do Algoritmo Híbrido Baseado no Algoritmo Cultural com Algoritmo Genético em uma Abordagem Multipopulacional​

Abstract

This paper analyzes the application of a hybrid cultural algorithm with a population generated by the genetic algorithm's multipopulation feature. The main objective is to develop a parameterization of the hybrid algorithm based on the cultural algorithm with a genetic algorithm for the multidimensional knapsack problem. Several experiments were conducted to evaluate the performance of these hybrid mechanisms compared to other algorithms available in the literature​