Implement your Genetic Algorithms with a mouse

David Farrusseng 

Université de Lyon, 43 Bd du 11 Novembre 1918 Villeurbanne, Lyon 69622, France

Abstract

The objective of the tutorial consists at the implementation of Evolutionary Algorithms in the frame of material screening. It will include:

-        material encoding for Genetic Algorithms and Evolutionary approach

-        implementation of evolutionary algorithm workflows

-        design algorithms with appropriate diversity/selective pressure ratio

 

Case studies from literature will be presented and used for training purposes. The training will be carried out on the open source software “OptiCat”. Attendees can download OptiCat prior to the workshop at http://a.farrusseng.free.fr/

 

Related papers
  1. OptiCat: a general open source optimization platform for library design: application to catalyst design

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

Submitted: 2007-06-25 18:45
Revised:   2009-06-07 00:44