Orgy in the computer: multi-parent reproduction in genetic algorithms
Abstract: "In this paper we investigate the phenomenon of multi- parent reproduction, i.e. we study recombination mechanisms where an arbitrary n> 1 number of parents participate in creating children. In particular, we discuss scanning crossover that generalizes the standard uniform crossove...
Gespeichert in:
Hauptverfasser: | , , |
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Format: | Buch |
Sprache: | English |
Veröffentlicht: |
Amsterdam
1995
|
Schriftenreihe: | Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS
95,48 |
Schlagworte: | |
Zusammenfassung: | Abstract: "In this paper we investigate the phenomenon of multi- parent reproduction, i.e. we study recombination mechanisms where an arbitrary n> 1 number of parents participate in creating children. In particular, we discuss scanning crossover that generalizes the standard uniform crossover and diagonal crossover that generalizes 1-point crossover, and study the effects of different number of parents on the GA behavior. We conduct experiments on tough function optimization problems and observe that by multi-parent operators the performance of GAs can be enhanced significantly. We also give a theoretical foundation by showing how these operators work on distributions." |
Beschreibung: | 10 S. |
Internformat
MARC
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035 | |a (OCoLC)34780464 | ||
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041 | 0 | |a eng | |
100 | 1 | |a Eiben, Agoston E. |d 1961- |e Verfasser |0 (DE-588)143480626 |4 aut | |
245 | 1 | 0 | |a Orgy in the computer |b multi-parent reproduction in genetic algorithms |c A. E. Eiben ; C. H. M. van Kemenade ; J. N. Kok |
264 | 1 | |a Amsterdam |c 1995 | |
300 | |a 10 S. | ||
336 | |b txt |2 rdacontent | ||
337 | |b n |2 rdamedia | ||
338 | |b nc |2 rdacarrier | ||
490 | 1 | |a Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS |v 95,48 | |
520 | 3 | |a Abstract: "In this paper we investigate the phenomenon of multi- parent reproduction, i.e. we study recombination mechanisms where an arbitrary n> 1 number of parents participate in creating children. In particular, we discuss scanning crossover that generalizes the standard uniform crossover and diagonal crossover that generalizes 1-point crossover, and study the effects of different number of parents on the GA behavior. We conduct experiments on tough function optimization problems and observe that by multi-parent operators the performance of GAs can be enhanced significantly. We also give a theoretical foundation by showing how these operators work on distributions." | |
650 | 4 | |a Combinatorial optimization | |
650 | 4 | |a Genetic algorithms | |
700 | 1 | |a Kemenade, C. H. M. van |e Verfasser |4 aut | |
700 | 1 | |a Kok, Joost N. |e Verfasser |4 aut | |
810 | 2 | |a Department of Computer Science: Report CS |t Centrum voor Wiskunde en Informatica <Amsterdam> |v 95,48 |w (DE-604)BV008928356 |9 95,48 | |
999 | |a oai:aleph.bib-bvb.de:BVB01-007409882 |
Datensatz im Suchindex
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any_adam_object | |
author | Eiben, Agoston E. 1961- Kemenade, C. H. M. van Kok, Joost N. |
author_GND | (DE-588)143480626 |
author_facet | Eiben, Agoston E. 1961- Kemenade, C. H. M. van Kok, Joost N. |
author_role | aut aut aut |
author_sort | Eiben, Agoston E. 1961- |
author_variant | a e e ae aee c h m v k chmv chmvk j n k jn jnk |
building | Verbundindex |
bvnumber | BV011063841 |
ctrlnum | (OCoLC)34780464 (DE-599)BVBBV011063841 |
format | Book |
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id | DE-604.BV011063841 |
illustrated | Not Illustrated |
indexdate | 2024-07-09T18:03:23Z |
institution | BVB |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007409882 |
oclc_num | 34780464 |
open_access_boolean | |
physical | 10 S. |
publishDate | 1995 |
publishDateSearch | 1995 |
publishDateSort | 1995 |
record_format | marc |
series2 | Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS |
spelling | Eiben, Agoston E. 1961- Verfasser (DE-588)143480626 aut Orgy in the computer multi-parent reproduction in genetic algorithms A. E. Eiben ; C. H. M. van Kemenade ; J. N. Kok Amsterdam 1995 10 S. txt rdacontent n rdamedia nc rdacarrier Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS 95,48 Abstract: "In this paper we investigate the phenomenon of multi- parent reproduction, i.e. we study recombination mechanisms where an arbitrary n> 1 number of parents participate in creating children. In particular, we discuss scanning crossover that generalizes the standard uniform crossover and diagonal crossover that generalizes 1-point crossover, and study the effects of different number of parents on the GA behavior. We conduct experiments on tough function optimization problems and observe that by multi-parent operators the performance of GAs can be enhanced significantly. We also give a theoretical foundation by showing how these operators work on distributions." Combinatorial optimization Genetic algorithms Kemenade, C. H. M. van Verfasser aut Kok, Joost N. Verfasser aut Department of Computer Science: Report CS Centrum voor Wiskunde en Informatica <Amsterdam> 95,48 (DE-604)BV008928356 95,48 |
spellingShingle | Eiben, Agoston E. 1961- Kemenade, C. H. M. van Kok, Joost N. Orgy in the computer multi-parent reproduction in genetic algorithms Combinatorial optimization Genetic algorithms |
title | Orgy in the computer multi-parent reproduction in genetic algorithms |
title_auth | Orgy in the computer multi-parent reproduction in genetic algorithms |
title_exact_search | Orgy in the computer multi-parent reproduction in genetic algorithms |
title_full | Orgy in the computer multi-parent reproduction in genetic algorithms A. E. Eiben ; C. H. M. van Kemenade ; J. N. Kok |
title_fullStr | Orgy in the computer multi-parent reproduction in genetic algorithms A. E. Eiben ; C. H. M. van Kemenade ; J. N. Kok |
title_full_unstemmed | Orgy in the computer multi-parent reproduction in genetic algorithms A. E. Eiben ; C. H. M. van Kemenade ; J. N. Kok |
title_short | Orgy in the computer |
title_sort | orgy in the computer multi parent reproduction in genetic algorithms |
title_sub | multi-parent reproduction in genetic algorithms |
topic | Combinatorial optimization Genetic algorithms |
topic_facet | Combinatorial optimization Genetic algorithms |
volume_link | (DE-604)BV008928356 |
work_keys_str_mv | AT eibenagostone orgyinthecomputermultiparentreproductioningeneticalgorithms AT kemenadechmvan orgyinthecomputermultiparentreproductioningeneticalgorithms AT kokjoostn orgyinthecomputermultiparentreproductioningeneticalgorithms |