文章基本信息

标题：Validity of the Consensus Building System using a Parallel Distributed Interactive Genetic Algorithm
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作者：Mitsunori Miki ; Tomoyuki Hiroyasu ; Hiroshi Tomioka 等
期刊名称：人工知能学会論文誌
印刷版ISSN：1346-0714
电子版ISSN：1346-8030
出版年度：2005
卷号：20
期号：4
页码：289-296
DOI：10.1527/tjsai.20.289
出版社：The Japanese Society for Artificial Intelligence
摘要：We propose a parallel distributed interactive genetic algorithm(PDIGA) as a new design collaboration method. PDIGA uses an IGA and a parallel distributed genetic algorithm, which combines several IGA systems, and it has a scheme that best ones among the design solutions based on the subjective evaluation of each user are shared among users for every generation. A collaboration system using PDIGA is developed to make good design solutions among several people at difference locations. To verify a validity of the PDIGA system, we conducted experiments for comparing IGA and PDIGA. In particular, we examined each user's evaluation to the final design, compared the averages of the individual evaluation value, and examined the similarity of the design solution. These showed that the collaboration system using PDIGA become a consensus building system, and users' design solutions are unified in a group.
关键词：parallel processing ; interactive evolutionary computation ; genetic algorithm ; sensibility ; consensus building