Perceptual Computing

Language: English

Published by John Wiley & Sons Apr 2010, 2010

0470478764 / 9780470478769

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Neuware - Explains for the first time how 'computing with words' can aid in making subjective judgmentsLotfi Zadeh, the father of fuzzy logic, coined the phrase 'computing with words' (CWW) to describe a methodology in which the objects of computation are words and propositions drawn from a natural language. Perceptual Computing explains how to implement CWW to aid in the important area of making subjective judgments, using a methodology that leads to an interactive device--a 'Perceptual Computer'--that propagates random and linguistic uncertainties into the subjective judgment in a way that can be modeled and observed by the judgment maker.This book focuses on the three components of a Perceptual Computer--encoder, CWW engines, and decoder--and then provides detailed applications for each. It uses interval type-2 fuzzy sets (IT2 FSs) and fuzzy logic as the mathematical vehicle for perceptual computing, because such fuzzy sets can model first-order linguistic uncertainties whereas the usual kind of fuzzy sets cannot. Drawing upon the work on subjective judgments that Jerry Mendel and his students completed over the past decade, Perceptual Computing shows readers how to:\* Map word-data with its inherent uncertainties into an IT2 FS that captures these uncertainties\* Use uncertainty measures to quantify linguistic uncertainties\* Compare IT2 FSs by using similarity and rank\* Compute the subsethood of one IT2 FS in another such set\* Aggregate disparate data, ranging from numbers to uniformly weighted intervals to nonuniformly weighted intervals to words\* Aggregate multiple-fired IF-THEN rules so that the integrity of word IT2 FS models is preservedFree MATLAB-based software is also available online so readers can apply the methodology of perceptual computing immediately, and even try to improve upon it. Perceptual Computing is an important go-to for researchers and students in the fields of artificial intelligence and fuzzy logic, as well as for operations researchers, decision makers, psychologists, computer scientists, and computational intelligence experts.

Seller Inventory # 9780470478769

Title
Perceptual Computing
Author
Wu
Publisher
John Wiley & Sons Apr 2010
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
0470478764
ISBN 13
9780470478769
Item weight
515 grams
Dimensions
234x156x18 mm

AHA-BUCH GmbH

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