DocumentCode
2432094
Title
The room design system of individual preference with IGA
Author
Fukada, Yosuke ; Sato, Keiko ; Mitsukura, Yasue ; Fukumi, Minom
Author_Institution
Tokyo Univ. of Agric. & Technol., Tokyo
fYear
2007
fDate
17-20 Oct. 2007
Firstpage
2158
Lastpage
2161
Abstract
In this paper, we illustrate a decision support system of modeling the room designs suited for personal preference. The preference to colors is differed to individual personality. Nevertheless, modeling the room design is depended on the designer´s sensitivity until now. Therefore, the technique of modeling the various room designs people satisfy is needed. In this paper, we propose automatic modeling system of the room design using interactive genetic algorithm (IGA). IGA has the advantage of learning the user´s interactive evaluation, which is applied to the production of new room designs suited for the personal preference. The proposed system can help a decision support of modeling the various room designs, and reduce the burdens of designers significantly. In proposed system, the design evolution of IGA can reflect the user preference, and we present the effectiveness of the system by simulations.
Keywords
architecture; ergonomics; genetic algorithms; learning (artificial intelligence); color preference; decision support system; designer sensitivity; individual preference; interactive genetic algorithm; learning; personal preference; room design system; user interactive evaluation; Agricultural engineering; Algorithm design and analysis; Automatic control; Control system synthesis; Decision support systems; Design automation; Design engineering; Genetic algorithms; Web design; Web page design; Colors; Decision Support System; Interactive GA;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location
Seoul
Print_ISBN
978-89-950038-6-2
Electronic_ISBN
978-89-950038-6-2
Type
conf
DOI
10.1109/ICCAS.2007.4406689
Filename
4406689
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