Soft Computing and Human-Centered Machines
Author:   Z.Q. Liu (The University of Melbourne, Carlton, Australia) ,  S. Miyamoto (University of Tsukuba, Ibaraki, Japan)
Publisher:   Springer Verlag, Japan
ISBN:  

9784431702795


Pages:   345
Publication Date:   01 May 2000
Format:   Hardback
Availability:   Out of stock   Availability explained
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Soft Computing and Human-Centered Machines


Overview

Soft computing is a unifying framework that combines techniques in neural networks, fuzzy theory, genetic algorithms, and artificial intelligence to develop intelligent systems able to learn in dynamic, imprecise and uncertain environments. Australian editor.

Full Product Details

Author:   Z.Q. Liu (The University of Melbourne, Carlton, Australia) ,  S. Miyamoto (University of Tsukuba, Ibaraki, Japan)
Publisher:   Springer Verlag, Japan
Imprint:   Springer Verlag, Japan
Weight:   0.660kg
ISBN:  

9784431702795


ISBN 10:   4431702792
Pages:   345
Publication Date:   01 May 2000
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Out of stock   Availability explained
The supplier is temporarily out of stock of this item. It will be ordered for you on backorder and shipped when it becomes available.

Table of Contents

Introduction; multisets and fuzzy multisets; model logic, rough sets, and fuzzy sets; fuzzy cognitive maps - analysis and extensions; methods in hard and fuzzy clustering; soft-competitive learning paradigms; aggregation operations for fusing fuzzy information; fuzzy gated neural networks in pattern recognition; soft computing technique in kansei (emotional) information processing; vagueness in human judgment and decision making; chaos and time series analysis; a short course for fuzzy set theory.

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