Homogeneous group performance and stability in checkers
Experiments on groups of Checkers programs, playing by majority voting, were performed to investigate performance and stability. Homogeneous groups, copies of the same program, was used to perform these experiments instead of heterogeneous group that was more complicated by factors of different prog...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2019
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| Online Access: | http://journalarticle.ukm.my/14148/1/28907-103904-1-PB.pdf |
| _version_ | 1796932008998338560 |
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| author | Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki |
| author_facet | Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki |
| author_sort | Thanatchai Sirivichayakul, |
| collection | UKM |
| description | Experiments on groups of Checkers programs, playing by majority voting, were performed to investigate performance and stability. Homogeneous groups, copies of the same program, was used to perform these experiments instead of heterogeneous group that was more complicated by factors of different programs. Experiments were performed based on a search-depth of 5, 10 and 12 using the Samuel checkers program. Games of checkers were played between groups of size ranging from 1 up to 10 for each side. Experiment results suggest that group performance increases as a kind of logarithm function as the group size gradually increases for stronger player, and the performance slowly decreases in the case of a weaker player, stability seems to increase as the group size increases. |
| first_indexed | 2024-03-06T04:26:34Z |
| format | Article |
| id | ukm.eprints-14148 |
| institution | Universiti Kebangsaan Malaysia |
| language | English |
| last_indexed | 2024-03-06T04:26:34Z |
| publishDate | 2019 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| record_format | dspace |
| spelling | ukm.eprints-141482020-02-07T11:02:53Z http://journalarticle.ukm.my/14148/ Homogeneous group performance and stability in checkers Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki Experiments on groups of Checkers programs, playing by majority voting, were performed to investigate performance and stability. Homogeneous groups, copies of the same program, was used to perform these experiments instead of heterogeneous group that was more complicated by factors of different programs. Experiments were performed based on a search-depth of 5, 10 and 12 using the Samuel checkers program. Games of checkers were played between groups of size ranging from 1 up to 10 for each side. Experiment results suggest that group performance increases as a kind of logarithm function as the group size gradually increases for stronger player, and the performance slowly decreases in the case of a weaker player, stability seems to increase as the group size increases. Penerbit Universiti Kebangsaan Malaysia 2019-06 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/14148/1/28907-103904-1-PB.pdf Thanatchai Sirivichayakul, and Spoerer, Kristian and Iida, Hiroyuki (2019) Homogeneous group performance and stability in checkers. Asia-Pacific Journal of Information Technology and Multimedia, 8 (1). pp. 17-26. ISSN 2289-2192 http://ejournals.ukm.my/apjitm/issue/view/1179 |
| spellingShingle | Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki Homogeneous group performance and stability in checkers |
| title | Homogeneous group performance and stability in checkers |
| title_full | Homogeneous group performance and stability in checkers |
| title_fullStr | Homogeneous group performance and stability in checkers |
| title_full_unstemmed | Homogeneous group performance and stability in checkers |
| title_short | Homogeneous group performance and stability in checkers |
| title_sort | homogeneous group performance and stability in checkers |
| url | http://journalarticle.ukm.my/14148/1/28907-103904-1-PB.pdf |
| work_keys_str_mv | AT thanatchaisirivichayakul homogeneousgroupperformanceandstabilityincheckers AT spoererkristian homogeneousgroupperformanceandstabilityincheckers AT iidahiroyuki homogeneousgroupperformanceandstabilityincheckers |