DocumentCode
3116105
Title
Automatic 3D Furniture Layout Based on Interactive Evolutionary Computation
Author
Akase, Ryuya ; Okada, Yoshitaka
Author_Institution
Grad. Sch. of Inf. Sci. & Electr. Eng., Kyushu Univ., Fukuoka, Japan
fYear
2013
fDate
3-5 July 2013
Firstpage
726
Lastpage
731
Abstract
This paper presents an automatic 3D furniture placement system for 3D virtual room generation. The layout work for 3D virtual room takes a long time because 3D objects have six degrees of freedom and furniture has peculiar features. To deal with this problem, the authors present an automatic optimization method by using interactive evolutionary computation. Furniture layouts are optimized through the use of prior information stored in a semantic database and the user preference. This paper mainly introduces the way of construction of gene expression and evolution process for interactive evolutionary computation. Optimization process is performed based on the minimization of cost function and maximization of user satisfaction. During this optimization, user can make an adjustment as necessary. In this paper, the authors introduce the prototype system and discuss its usefulness.
Keywords
genetic algorithms; minimisation; solid modelling; user interfaces; virtual reality; 3D furniture layout; 3D furniture placement system; 3D object; 3D virtual room generation; automatic optimization method; cost function minimization; gene evolution process; gene expression process; interactive evolutionary computation; semantic database; user preference; user satisfaction maximization; Ergonomics; Geometry; IEC; Layout; Optimization; Three-dimensional displays; Vectors; Computer Graphics; Genetic Algorithm; Interactive Evolutionary Computation; Room Layout; Virtual Reality;
fLanguage
English
Publisher
ieee
Conference_Titel
Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
Conference_Location
Taichung
Print_ISBN
978-0-7695-4992-7
Type
conf
DOI
10.1109/CISIS.2013.130
Filename
6603980
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