Accelerating evolution by direct manipulation for interactive fashion design

Jong Ha Lee, Hee Su Kim, Sung Bae Cho

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

2 Citations (Scopus)

Abstract

In usual evolutionary computation (EC) is not effective for local search, but efficient for global search due to its probabilistic operators. This problem becomes worse in the interactive EC (IEC) applications, which have the generation length limitation caused by user evaluation. To solve that, this paper proposes direct manipulation (DM) method, well known in HCI field, of evolution for IEC. It allows the user to manipulate individuals directly, instead of using evolutionary operators as an interface to each individual. Through this approach, the DM overcomes the shortcoming of EC, letting alone the ability of global search to the original operators. We have applied the DM concept to the fashion design system based on IEC, and shown that the application is promising with two experiments.

Original languageEnglish
Title of host publicationProceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages362-366
Number of pages5
ISBN (Electronic)0769513123, 9780769513126
DOIs
Publication statusPublished - 2001 Jan 1
Event4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001 - Yokusika, Japan
Duration: 2001 Oct 302001 Nov 1

Publication series

NameProceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001

Other

Other4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
CountryJapan
CityYokusika
Period01/10/3001/11/1

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All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Science Applications
  • Media Technology

Cite this

Lee, J. H., Kim, H. S., & Cho, S. B. (2001). Accelerating evolution by direct manipulation for interactive fashion design. In Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001 (pp. 362-366). [970495] (Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCIMA.2001.970495