Catalogo Articoli (Spogli Riviste)

OPAC HELP

Titolo:
GAVEL - A new tool for genetic algorithm visualization
Autore:
Hart, E; Ross, P;
Indirizzi:
Napier Univ, Sch Comp, Edinburgh EH14 1DJ, Midlothian, Scotland Napier Univ Edinburgh Midlothian Scotland EH14 1DJ , Midlothian, Scotland
Titolo Testata:
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
fascicolo: 4, volume: 5, anno: 2001,
pagine: 335 - 348
SICI:
1089-778X(200108)5:4<335:G-ANTF>2.0.ZU;2-M
Fonte:
ISI
Lingua:
ENG
Keywords:
genetic algorithm visualization;
Tipo documento:
Article
Natura:
Periodico
Settore Disciplinare:
Engineering, Computing & Technology
Citazioni:
35
Recensione:
Indirizzi per estratti:
Indirizzo: Hart, E Napier Univ, Sch Comp, Edinburgh EH14 1DJ, Midlothian, Scotland Napier Univ Edinburgh Midlothian Scotland EH14 1DJ hian, Scotland
Citazione:
E. Hart e P. Ross, "GAVEL - A new tool for genetic algorithm visualization", IEEE T EV C, 5(4), 2001, pp. 335-348

Abstract

This paper surveys the state of the art in evolutionary algorithm visualization and describes a new tool called GAVEL. It provides a means to examinein a generational genetic algorithm (GA) how crossover and mutation operations assembled the final result, where each of the alleles came from, and away to trace the history of user-selected sets of alleles. A visualizationtool of this kind can be very useful in choosing operators and parameters and in analyzing how and, indeed, whether or not a GA works. We describe the new tool and illustrate some of the benefits that can be gained from using it with reference to three different problems: a timetabling problem, a jobshop scheduling problem, and Goldberg and Horn's long-path problem. We also compare the tool to other available visualization tools, pointing out those features which are novel and identifying complementary features in other tools.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 27/01/20 alle ore 07:30:03