Evolutionary algorithms: From design to implementation

El ghazali Talbi 

INRIA, Lille 59655, France

Abstract

In this talk, we will present the main search mechanisms in designing evolutionary algorithms: encodings, genetic operators, selection, replacement, diversification. We will tackle the hybridization aspect with other metaheuristics, the solving of multi-objective optimization problems and the design of parallel models for evolutionary algorithms.

We will also present a software framework to implement any evolutionary algorithm: the PARADISEO software (see http://paradiseo.gforgE.inria.fr).

 

Related papers
  1. A parallel evolutionary algorithm for molecule structure prediction

Presentation: Invited at E-MRS Fall Meeting 2007, Genetic algorithms for beginners, by El ghazali Talbi
See On-line Journal of E-MRS Fall Meeting 2007

Submitted: 2007-06-01 05:50
Revised:   2009-06-07 00:44