Abstract
We introduce recent research on new types of interactive evolutionary computation (IEC) applications and that on reducing IEC user fatigue. IEC is an optimization technique to embed IEC user's subjective evaluations based on his/her domain knowledge, experiences, and preferences into several designs and has been applied to wide varieties of applications in artistic, engineering, and others for these 20 years. The approach of almost them can be said as a system optimization based on IEC user's subjective evaluations. We review recent new research topics including an IEC as a tool for analyzing human mind, an IEC with physiological responses, and an IEC with evolutionary multi-objective optimization. We also introduce recent approaches for reducing IEC user fatigue by modeling user's evaluation characteristics and expanding an IEC framework.
| Original language | English |
|---|---|
| Title of host publication | Aspects of Soft Computing, Intelligent Robotics and Control |
| Editors | J. Fodor, Janusz Kacprzyk |
| Pages | 65-76 |
| Number of pages | 12 |
| DOIs | |
| Publication status | Published - Oct 26 2009 |
Publication series
| Name | Studies in Computational Intelligence |
|---|---|
| Volume | 241 |
| ISSN (Print) | 1860-949X |
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All Science Journal Classification (ASJC) codes
- Artificial Intelligence
Cite this
New IEC research and frameworks. / Takagi, Hideyuki.
Aspects of Soft Computing, Intelligent Robotics and Control. ed. / J. Fodor; Janusz Kacprzyk. 2009. p. 65-76 (Studies in Computational Intelligence; Vol. 241).Research output: Chapter in Book/Report/Conference proceeding › Chapter
}
TY - CHAP
T1 - New IEC research and frameworks
AU - Takagi, Hideyuki
PY - 2009/10/26
Y1 - 2009/10/26
N2 - We introduce recent research on new types of interactive evolutionary computation (IEC) applications and that on reducing IEC user fatigue. IEC is an optimization technique to embed IEC user's subjective evaluations based on his/her domain knowledge, experiences, and preferences into several designs and has been applied to wide varieties of applications in artistic, engineering, and others for these 20 years. The approach of almost them can be said as a system optimization based on IEC user's subjective evaluations. We review recent new research topics including an IEC as a tool for analyzing human mind, an IEC with physiological responses, and an IEC with evolutionary multi-objective optimization. We also introduce recent approaches for reducing IEC user fatigue by modeling user's evaluation characteristics and expanding an IEC framework.
AB - We introduce recent research on new types of interactive evolutionary computation (IEC) applications and that on reducing IEC user fatigue. IEC is an optimization technique to embed IEC user's subjective evaluations based on his/her domain knowledge, experiences, and preferences into several designs and has been applied to wide varieties of applications in artistic, engineering, and others for these 20 years. The approach of almost them can be said as a system optimization based on IEC user's subjective evaluations. We review recent new research topics including an IEC as a tool for analyzing human mind, an IEC with physiological responses, and an IEC with evolutionary multi-objective optimization. We also introduce recent approaches for reducing IEC user fatigue by modeling user's evaluation characteristics and expanding an IEC framework.
UR - http://www.scopus.com/inward/record.url?scp=70350148420&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=70350148420&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-03633-0_4
DO - 10.1007/978-3-642-03633-0_4
M3 - Chapter
AN - SCOPUS:70350148420
SN - 9783642036323
T3 - Studies in Computational Intelligence
SP - 65
EP - 76
BT - Aspects of Soft Computing, Intelligent Robotics and Control
A2 - Fodor, J.
A2 - Kacprzyk, Janusz
ER -