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...

Full description

Bibliographic Details
Main Authors:	Thanatchai Sirivichayakul, Spoerer, Kristian, Iida, Hiroyuki
Format:	Article
Language:	English
Published:	Penerbit Universiti Kebangsaan Malaysia 2019
Online Access:	http://journalarticle.ukm.my/14148/ http://journalarticle.ukm.my/14148/ http://journalarticle.ukm.my/14148/1/28907-103904-1-PB.pdf

id	ukm-14148
recordtype	eprints
spelling	ukm-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
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
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.
format	Article
author	Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki
spellingShingle	Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki Homogeneous group performance and stability in checkers
author_facet	Thanatchai Sirivichayakul, Spoerer, Kristian Iida, Hiroyuki
author_sort	Thanatchai Sirivichayakul,
title	Homogeneous group performance and stability in checkers
title_short	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_sort	homogeneous group performance and stability in checkers
publisher	Penerbit Universiti Kebangsaan Malaysia
publishDate	2019
url	http://journalarticle.ukm.my/14148/ http://journalarticle.ukm.my/14148/ http://journalarticle.ukm.my/14148/1/28907-103904-1-PB.pdf
first_indexed	2023-09-18T20:06:27Z
last_indexed	2023-09-18T20:06:27Z
_version_	1777407190387130368

Homogeneous group performance and stability in checkers

Similar Items