Gravitational search algorithm with parameter adaptation through a fuzzy logic system

Abstract

The contribution of this paper is to provide an analysis of the parameters of Gravitational Search Algorithm (GSA), to include a fuzzy logic system for dynamic parameter adaptation through the execution of the algorithm, in order to control the behavior of GSA based on some metrics like the iterations and the diversity of the agents in an specific moment of its execution.