Article ID Journal Published Year Pages File Type
722611 IFAC Proceedings Volumes 2006 6 Pages PDF
Abstract

This paper investigate the fractional-order dynamics during the evolution of a Genetic Algorithm (GA). In order to study the phenomena involved in the GA population evolution, the mutation is exposed to excitation perturbations during some generationsand the corresponding fitness variations are evaluated. Three similar functions are tested to measure its influence in GA dynamics. The input and output signals are studied revealing a fractional-order dynamic evolution.

Related Topics
Physical Sciences and Engineering Engineering Computational Mechanics