TY - GEN
T1 - Accelerating evolution by direct manipulation for interactive fashion design
AU - Lee, Jong Ha
AU - Kim, Hee Su
AU - Cho, Sung Bae
PY - 2001/1/1
Y1 - 2001/1/1
N2 - 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.
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.
UR - http://www.scopus.com/inward/record.url?scp=38149104379&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=38149104379&partnerID=8YFLogxK
U2 - 10.1109/ICCIMA.2001.970491
DO - 10.1109/ICCIMA.2001.970491
M3 - Conference contribution
AN - SCOPUS:38149104379
T3 - Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
SP - 343
EP - 347
BT - Proceedings - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2001
Y2 - 30 October 2001 through 1 November 2001
ER -