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
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;
Conference_Titel :
Complex, Intelligent, and Software Intensive Systems (CISIS), 2013 Seventh International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-4992-7
DOI :
10.1109/CISIS.2013.130