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What and Who

Analyses of Evolutionary Algorithms

Edda Happ
Max-Planck-Institut für Informatik - D1
Promotionskolloquium
AG 1, AG 4, RG1, MMCI, AG 3, AG 5, SWS  
AG Audience
English

Date, Time and Location

Wednesday, 1 April 2009
14:00
30 Minutes
E1 4
024
Saarbrücken

Abstract

Evolutionary algorithms used in practice successfully apply both a crossover and a mutation operator to find good solutions to optimization problems.

However, the question whether crossover is provably useful for typical algorithmic problems has been open for quite some time.
In this talk, we show that for the All-Pairs Shortest Path problem a natural genetic algorithm using both mutation and crossover provably outperforms an algorithm that uses only mutation.

Contact

Edda Happ
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Edda Happ, 03/17/2009 13:31 -- Created document.