New IEC research and frameworks

Research output: Chapter in Book/Report/Conference proceedingChapter

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 languageEnglish
Title of host publicationAspects of Soft Computing, Intelligent Robotics and Control
EditorsJ. Fodor, Janusz Kacprzyk
Pages65-76
Number of pages12
DOIs
Publication statusPublished - Oct 26 2009

Publication series

NameStudies in Computational Intelligence
Volume241
ISSN (Print)1860-949X

Fingerprint

Evolutionary algorithms
Fatigue of materials
Multiobjective optimization

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

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 proceedingChapter

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