On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms

Publikation: Beitrag in FachzeitschriftArtikelBegutachtung

2 Zitate (Scopus)

Abstract

This paper discusses some aspects of the general convergence behavior of genetic algorithms. Careful attention is given to how different selection strategies influence the progress of genetic diversity in populations. For being able to observe genetic diversity over time measures are introduced for estimating pairwise similarities as well as similarities among populations; these measures allow different perspectives to the similarity distribution of a genetic algorithm's population during its execution. The similarity distribution of populations is illustrated exemplarily on the basis of some routing problem instances.

OriginalspracheEnglisch
Seiten (von - bis)777-784
Seitenumfang8
FachzeitschriftLecture Notes in Computer Science
Jahrgang5717
Ausgabenummer1
DOIs
PublikationsstatusVeröffentlicht - Dez 2009

Fingerprint

Untersuchen Sie die Forschungsthemen von „On the Influence of Selection Schemes on the Genetic Diversity in Genetic Algorithms“. Zusammen bilden sie einen einzigartigen Fingerprint.

Zitieren