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...
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam
1995
|
| Series: | Centrum voor Wiskunde en Informatica <Amsterdam> / Department of Computer Science: Report CS
95,48 |
| Subjects: | |
| Summary: | 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." |
| Physical Description: | 10 S. |
Staff View
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| 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 | |
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| 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 | ||
Record in the Search Index
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| 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 |
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| bvnumber | BV011063841 |
| ctrlnum | (OCoLC)34780464 (DE-599)BVBBV011063841 |
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| id | DE-604.BV011063841 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-09T18:03:23Z |
| institution | BVB |
| language | English |
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| oclc_num | 34780464 |
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| 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 |