New IEC research and frameworks

Hideyuki Takagi

doi:10.1007/978-3-642-03633-0_4

New IEC research and frameworks

Hideyuki Takagi

Modeling and Optimization

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

12 Citations (Scopus)

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	https://doi.org/10.1007/978-3-642-03633-0_4
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

Takagi, H. (2009). New IEC research and frameworks. In J. Fodor, & J. Kacprzyk (Eds.), Aspects of Soft Computing, Intelligent Robotics and Control (pp. 65-76). (Studies in Computational Intelligence; Vol. 241). https://doi.org/10.1007/978-3-642-03633-0_4

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Access to Document

10.1007/978-3-642-03633-0_4