Automatic 3D furniture layout based on interactive evolutionary computation

Ryuya Akase, Yoshihiro Okada

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013
Pages726-731
Number of pages6
DOIs
Publication statusPublished - Oct 15 2013
Event2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013 - Taichung, Taiwan, Province of China
Duration: Jul 3 2013Jul 5 2013

Other

Other2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013
CountryTaiwan, Province of China
CityTaichung
Period7/3/137/5/13

Fingerprint

Evolutionary algorithms
Gene expression
Cost functions
Semantics

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Software

Cite this

Akase, R., & Okada, Y. (2013). Automatic 3D furniture layout based on interactive evolutionary computation. In Proceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013 (pp. 726-731). [6603980] https://doi.org/10.1109/CISIS.2013.130

Automatic 3D furniture layout based on interactive evolutionary computation. / Akase, Ryuya; Okada, Yoshihiro.

Proceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013. 2013. p. 726-731 6603980.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Akase, R & Okada, Y 2013, Automatic 3D furniture layout based on interactive evolutionary computation. in Proceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013., 6603980, pp. 726-731, 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013, Taichung, Taiwan, Province of China, 7/3/13. https://doi.org/10.1109/CISIS.2013.130
Akase R, Okada Y. Automatic 3D furniture layout based on interactive evolutionary computation. In Proceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013. 2013. p. 726-731. 6603980 https://doi.org/10.1109/CISIS.2013.130
Akase, Ryuya ; Okada, Yoshihiro. / Automatic 3D furniture layout based on interactive evolutionary computation. Proceedings - 2013 7th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2013. 2013. pp. 726-731
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