TY - CHAP
T1 - New IEC research and frameworks
AU - Takagi, Hideyuki
PY - 2009
Y1 - 2009
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.
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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 -