NDLI: Fuzzy model based differential IEC for human-system interaction in the VirCA environment

Content Provider	IEEE Xplore Digital Library
Author	Krizsan, Zoltan Kovacs, Szilveszter
Copyright Year	2012
Description	Author affiliation: University of Miskolc, Institute of Information Technology, Hungary (Krizsan, Zoltan; Kovacs, Szilveszter)
Abstract	The human-system interaction as an “inter-cognitive” communication is an important aspect in computer assisted design systems, where the direct human evaluation is an unavoidable intermediate step of the iterative design methodology. These are the application areas of interactive evolutionary computation approaches, where the evaluation of the fitness values of the objects are not machinery computable. In interactive differential evolution a human evaluation is required for comparison of two object samples. Some cases the real creation of the objects are unnecessary, if they are human observable in a virtual intelligent space as virtual models of the real objects. In this paper a possible application of the Interactive Differential Evolution (IDE) for a computer assisted interactive design system in virtual VirCA 3D space is suggested. For lighten the burden of the repetitive human interaction in the IDE process, a novel fuzzy rule based pre-evaluation IDE functionality is also suggested, where the human evaluator is assisted by a pre-evaluated fitness value approximated by an adaptive incremental Fuzzy Rule Interpolation (FRI) model.
Starting Page	169
Ending Page	173
File Size	392040
Page Count	5
File Format	PDF
ISBN	9781467351874
e-ISBN	9781467351881
e-ISBN	9781467351867
DOI	10.1109/CogInfoCom.2012.6421974
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-02
Publisher Place	Slovakia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Interpolation Sociology Humans IEC Evolutionary computation Statistics Engines
Content Type	Text
Resource Type	Article

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