Accelerating evolution by direct manipulation for interactive fashion design

Jong Ha Lee; Hee Su Kim; Sung Bae Cho

doi:10.1109/ICCIMA.2001.970491

Accelerating evolution by direct manipulation for interactive fashion design

Jong Ha Lee, Hee Su Kim, Sung Bae Cho

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

8 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 language	English
Title of host publication	Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	343-347
Number of pages	5
ISBN (Electronic)	0769513123, 9780769513126
DOIs	https://doi.org/10.1109/ICCIMA.2001.970491
Publication status	Published - 2001
Event	4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001 - Yokusika, Japan Duration: 2001 Oct 30 → 2001 Nov 1

Publication series

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

Other

Other	4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
Country/Territory	Japan
City	Yokusika
Period	01/10/30 → 01/11/1

Bibliographical note

Publisher Copyright:
© 2001 IEEE.

All Science Journal Classification (ASJC) codes

Artificial Intelligence
Computer Science Applications
Media Technology

Access to Document

10.1109/ICCIMA.2001.970491

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. 343-347). [970491] (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.2001.970491

Lee, Jong Ha ; Kim, Hee Su ; Cho, Sung Bae. / Accelerating evolution by direct manipulation for interactive fashion design. Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001. Institute of Electrical and Electronics Engineers Inc., 2001. pp. 343-347 (Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001).

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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.",

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year = "2001",

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Lee, JH, Kim, HS & Cho, SB 2001, Accelerating evolution by direct manipulation for interactive fashion design. in Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001., 970491, Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001, Institute of Electrical and Electronics Engineers Inc., pp. 343-347, 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001, Yokusika, Japan, 01/10/30. https://doi.org/10.1109/ICCIMA.2001.970491

Accelerating evolution by direct manipulation for interactive fashion design. / Lee, Jong Ha; Kim, Hee Su; Cho, Sung Bae.

Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001. Institute of Electrical and Electronics Engineers Inc., 2001. p. 343-347 970491 (Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AB - 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.

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Lee JH, Kim HS, Cho SB. Accelerating evolution by direct manipulation for interactive fashion design. In Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001. Institute of Electrical and Electronics Engineers Inc. 2001. p. 343-347. 970491. (Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001). https://doi.org/10.1109/ICCIMA.2001.970491

Accelerating evolution by direct manipulation for interactive fashion design

Abstract

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Bibliographical note

All Science Journal Classification (ASJC) codes

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