Offspring Generation Method for interactive Genetic Algorithm considering Multimodal Preference
نویسندگان
چکیده
منابع مشابه
Discussion of Offspring Generation Method for Interactive Genetic Algorithms with Consideration of Multimodal Preference
The interactive genetic algorithm(iGA) is a method to obtain and predict a user ’s preference based on subjective evaluation of users, and it has been applied to many unimodal problems, such as designing clothes or fitting of hearing aids. On the other hand, we are interested in applying iGA to user ’s preferences, which can be described as a multimodal problem with equivalent fitness values at...
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Combined with the methodology of cooperative genetic algorithm, a cooperative interactive genetic algorithm based on a user’s preference is proposed in this paper in allusion to solve a user’s fatigue problem in interactive genetic algorithm. The method of picking up a user’s preference based on fitness of a building block, the storage format of a user’s preference based on a network database, ...
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ژورنال
عنوان ژورنال: Transactions of the Japanese Society for Artificial Intelligence
سال: 2009
ISSN: 1346-0714,1346-8030
DOI: 10.1527/tjsai.24.127