Get Applications of fuzzy set theory in human factors PDF

By W. Karwowski, A. Mital

ISBN-10: 0444423966

ISBN-13: 9780444423962

ISBN-10: 0444427236

ISBN-13: 9780444427236

The improvement of the speculation of fuzzy units was once prompted principally via the necessity for a computational framework for facing platforms during which human judgement, habit and feelings play a dominant position. even if there are only a few papers on fuzzy units within the literature of psychology and cognitive technological know-how, the speculation of fuzzy units presents a far better version for human cognition than conventional approaches.

By targeting the applying of fuzzy units in human elements, this booklet presents a invaluable, authoritative evaluation of what the speculation is ready and the way it may be utilized. a powerful function is the wide spectrum of functions, starting from using fuzzy equipment within the ergonomic diagnostics of commercial creation structures to approximate reasoning in chance research and the modeling of human-computer interactions in details retrieval projects. both striking is the very big choice of disciplines and international locations represented by means of the contributors.

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Extra resources for Applications of fuzzy set theory in human factors

Example text

THEORY OF POSSIBILITY According to Zadeh (ref. 23) a variable may be associated with both a possibility distribution and a probability distribution. The possibility/ probability consistency principle states that what is probable must also be possible but not vice versa. If B is a fuzzy subset of a universe of discourse U = {u} , and B is characterized by the membership function B' then the proposition of the form 'X is B,' where X is a variable taking values in U, induces a possibility distributior.

The imprecise nature of the human problem solving procedures was related to the "shaded" strategy of the operator's perception and to the "hard-to-predict" environment of the man-machine environment. The labels of fuzzy sets used by the operator to describe different physical variables of the task were identified, and the fuzzy model of the process-control task was formulated. It was concluded that the fuzzy treatment of the operator's subjective information allowed the modeling of this complex system.

Color scales were used to model subjectively defined categories under investigation. Such fuzzy categories were then presented to the analyst. The use of a linguistic approach allowed the identification of membership for different categories of description by visual inspection. The perceptual properties of color proved to be useful in selective focus attention and in distinguishing or disregarding variations between imprecisely defined categories. Karwowski (ref. 27) proposed a fuzzy approach in modeling the relationship between the biomechanical, physiological and the psychophysical stress responses of a human operator performing manual materials lifting tasks.

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Applications of fuzzy set theory in human factors by W. Karwowski, A. Mital


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