Evolutionary algorithms: From design to implementation
|El ghazali Talbi|
INRIA, Lille 59655, France
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).
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