Fuzzy Logic And Soft Computing

By: Bernadette Bouchon-Meunier, Ronlad R. Yager, Lotfi A. Zadeh

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Hardcover | 1 September 1995

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508 Pages

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26.04 x 18.42 x 3.18

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Soft computing is a new, emerging discipline rooted in a group of technologies that aim to exploit the tolerance for imprecision and uncertainty in achieving solutions to complex problems. The principal components of soft computing are fuzzy logic, neurocomputing, genetic algorithms and probabilistic reasoning. This volume is a collection of up-to-date articles giving a snapshot of the current state of the field. It covers the whole expanse, from theoretical foundations to applications. The contributors are among the world leaders in the field.

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Non-Fiction Mathematics Mathematical Foundation Set Theory Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Expert Systems & Knowledge-Based Systems Applied Mathematics Fuzzy Set Theory Mathematical Theory of Computation

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Preface
Evolutionary Algorithms for Fuzzy logic: A Brief Overview	p. 3
Generating Fuzzy Rules from Examples Using Genetic Algorithms	p. 11
Automatic Design of Fuzzy Systems by Genetic Algorithms	p. 21
Machine Learning from Examples Under Errors in Data	p. 31
A Connectionist Approach for Temporal Reasoning	p. 37
A Learning Procedure to Identify Weight of Rules Using Networks	p. 47
A proposal for Implicit Knowledge Acquisition by F-CBR	p. 54
Semantics of Fuzziness Reduction Combination Function and Learning of the Parameters	p. 63
Autonomous Fuzzy Intelligent Systems for Image Processing	p. 75
Obtaining Fuzzy Classification Rules in Segmentation	p. 84
Type II Fuzzy Set Interpretation of Linguistic Expressions	p. 93
Fuzzy Neurocomputations in the Design of Expert Systems	p. 103
On a Neuro-Fuzzy Approach in a Data Fusion Context Based on the Theory of Evidence	p. 111
Linear Logic for Imprecise Firings in Object Petri Nets	p. 119
High Level Fuzzy Petri Nets and Backward Reasoning	p. 129
On Approximation of Controls in Distributed Systems by Fuzzy Controllers	p. 137
Fuzzy Control with Non-Precise Inputs	p. 146
Toward a Theory of Immediate Probabilities	p. 157
The Computational Problem of Using OWA Operators	p. 166
On Group Decision Making under Linguistic Preferences and Fuzzy Linguistic Quantifiers	p. 173
Negotiation and Conflict Resolution in Production Engineering Through Source Control	p. 181
Meaningful Means on Ordered Sets	p. 189
Characterization of Some Aggregation Functions Arising from MCDM Problems	p. 194
A General Framework for the Utility-Based and Outranking Methods	p. 202
Defining Fuzzy Covering Relations for Decision Aid	p. 209
Fuzzy Sensor Aggregation: Application to Comfort Measurement	p. 219
Extended Fuzzy Clustering Models for Asymmetric Similarity	p. 228
The Generalized Selection: An Alternative Way for the Quotient Operations in Fuzzy Relational Databases	p. 241
On the Efficiency of the Alpha-Cut Distribution Method to Evaluate Simple Fuzzy Relational Queries	p. 251
Aggregate Attributes with Fuzzy Values for More Flexibility in Information Retrieval	p. 261
A Fuzzy Spatio-Temporal Data Model for CIS	p. 271
Fuzzy Betweenness Relations	p. 283
Generators and Dual T-Indistinguishabilities	p. 291
On Conditioning in Similarity Logic	p. 300
Vagueness and Cardinality: A Unifying Approach	p. 310
The Structure and Liapunov Stability of Invariant Sets of Fuzzy Relations	p. 320
On Fuzziness Measures via Sugeno's Integral	p. 330
Monotonous Quantifications and Sugeno Fuzzy Integrals	p. 337
Fuzzy Sets, Difference Posets and MV-Algebras	p. 345
Composite Information Measure of a Fuzzy Set	p. 353
Uncertainty, Fuzzy Sets, Conceptual Sets	p. 360
Fuzzy Logic Applications in Cardiology: Study of Some Cases	p. 371
A Fuzzy Logic Based System for the Quantification of Visual Inspection in Clinical Assessment	p. 379
MENTA/MD, Fuzzy Decisional Engine	p. 386
Flexible Retrieval of Semantic Information in Medical Images Database	p. 394
The Application of Fuzzy Methods to Images Segmentation	p. 404
Predictive Fuzzy Model of Glycaemic Variations	p. 411
A Hybrid Neural Network with Symbolic Action Layer for Medical Decision Support	p. 421
Applications of Fuzzy Matrices in Agriculture	p. 428
Fuzzy/Classical Hybrid Controller for the Longitudinal Control of an Autonomous Vehicle	p. 434
Application of Fuzzy Knowledge-Based System to Car Seats Adjustment	p. 444
A Multiple Attribute Fuzzy Decision Support System: Two Applications	p. 452
VIEWNET Architectures for Invariant 3-D Object Learning and; Recognition from Multiple 2-D Views	p. 465
Table of Contents provided by Blackwell. All Rights Reserved.

Fuzzy Logic And Soft Computing

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Hardcover

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