Fuzzy Relational Calculus : Theory, Applications And Software (with Cd-rom).
Title:
Fuzzy Relational Calculus : Theory, Applications And Software (with Cd-rom).
Author:
, Ketty Peeva.
ISBN:
9789812701336
Personal Author:
Physical Description:
1 online resource (305 pages)
Contents:
Preface -- Contents -- PART 1 FUZZY RELATIONAL CALCULUS -- Chapter 1 Introduction -- 1.1 Basic Concepts -- 1.2 Images and Compositions -- 1.3 Basic Problems in Fuzzy Relational Calculus -- 1.4 Aspects in Artificial Intelligence -- 1.5 Fuzzy Finite Machines and Fuzzy Algebras -- 1.6 Fuzzy Grammars in Syntactic Pattern Recognition -- 1.7 Bibliographical Notes -- Chapter 2 Fuzzy Relations. Direct Problem Resolution -- 2.1 Basic Notions -- 2.2 Fuzzy Relations - Compositions and Properties -- 2.3 Fuzzy Relations and Membership Matrices -- 2.4 Bibliographical Notes -- Chapter 3 Fuzzy Relational Equations -- 3.1 Inverse Problem Formulation -- 3.2 Fuzzy Linear Equations -- 3.3 Fuzzy Linear Systems of Equations -- 3.4 Solving Fuzzy Relational Equations -- 3.5 Bibliographical Notes -- Chapter 4 Fuzzy Relational Inclusions -- 4.1 Preliminaries -- 4.2 Fuzzy Linear Systems of Inequalities -- 4.3 Fuzzy Relational Inclusions -- 4.4 Applications in Fuzzy Linear Programming -- 4.5 Bibliographical Notes -- Chapter 5 Fuzzy Linear Systems - Dual Approach -- 5.1 Basic Concepts -- 5.2 Solving Fuzzy Linear Systems -- 5.3 Fuzzy Relational Equations -- 5.4 Dual Approach to Inverse Problem Resolution -- 5.5 Bibliographical Notes -- Chapter 6 Direct and Inverse Problems in Intuitionistic Fuzzy Relational Calculus -- 6.1 Intuitionistic Fuzzy Relations. Compositions -- 6.2 Intuitionistic Fuzzy Matrices. Direct and Inverse Problems -- 6.3 Intuitionistic Fuzzy Relational Equations -- 6.4 Bibliographical Notes -- PART 2 FUZZY RELATIONAL CALCULUS - APPLICATIONS -- Chapter 7 L-Fuzzy Finite Machines -- 7.1 L-Fuzzy Finite Machines. Behavior -- 7.2 Equivalences -- 7.3 Reduction and Minimization -- 7.4 Intuitionistic Fuzzy Finite Machines -- 7.5 Bibliographical Notes -- Chapter 8 Fuzzy Languages in Syntactic Pattern Recognition.
8.1 Finite L-Fuzzy Acceptors and Regular L-Fuzzy Languages -- 8.2 Intuitionistic Fuzzy Languages in Syntactic Pattern Recognition -- 8.3 Bibliographical Notes -- Chapter 9 Applications as Inference Engine -- 9.1 Architecture of System with Artificial Intelligence -- 9.2 Fuzzy Linear System of Equations as Inference Engine -- 9.3 Intuitionistic Fuzzy Linear System as Inference Engine -- 9.4 Bibliographical Notes -- PART 3 FUZZY RELATIONAL CALCULUS - SOFTWARE -- Chapter 10 Software Description -- 10.1 Unary Matrix Operations -- 10.2 Binary Matrix Operations -- 10.3 Compositions -- 10.4 Inverse Problem -- 10.5 Intuitionistic Fuzzy Relational Calculus -- 10.6 Engineering Examples -- PART 4 APPENDICES -- Appendix A Solved Samples -- Appendix B List of Symbols -- Appendix C List of Abbreviations -- Bibliography -- Index.
Abstract:
This book examines fuzzy relational calculus theory with applications in various engineering subjects. The scope of the text covers unified and exact methods with algorithms for direct and inverse problem resolution in fuzzy relational calculus. Extensive engineering applications of fuzzy relation compositions and fuzzy linear systems (linear, relational and intuitionistic) are discussed. Some examples of such applications include solutions of equivalence, reduction and minimization problems in fuzzy machines, pattern recognition in fuzzy languages, optimization and inference engines in textile and chemical engineering, etc. A comprehensive overview of the authorsâ original work in fuzzy relational calculus is also provided in each chapter. The attached CD-Rom contains a toolbox with many functions for fuzzy calculations, together with an original algorithm for inverse problem resolution in MATLAB. This book is also suitable for use as a textbook in related courses at advanced undergraduate and graduate levels.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Genre:
Added Author:
Electronic Access:
Click to View