Ebook: Fuzzy Logic and Soft Computing

Fuzzy Logic and Soft Computing contains contributions from world-leading experts from both the academic and industrial communities. The first part of the volume consists of invited papers by international authors describing possibilistic logic in decision analysis, fuzzy dynamic programming in optimization, linguistic modifiers for word computation, and theoretical treatments and applications of fuzzy reasoning. The second part is composed of eleven contributions from Chinese authors focusing on some of the key issues in the fields: stable adaptive fuzzy control systems, partial evaluations and fuzzy reasoning, fuzzy wavelet neural networks, analysis and applications of genetic algorithms, partial repeatability, rough set reduction for data enriching, limits of agents in process calculus, medium logic and its evolution, and factor spaces canes.
These contributions are not only theoretically sound and well-formulated, but are also coupled with applicability implications and/or implementation treatments. The domains of applications realized or implied are: decision analysis, word computation, databases and knowledge discovery, power systems, control systems, and multi-destinational routing. Furthermore, the articles contain materials that are an outgrowth of recently conducted research, addressing fundamental and important issues of fuzzy logic and soft computing.

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Content:
Front Matter....Pages i-xiv
Front Matter....Pages 1-1
Possibilistic Logic in Decision....Pages 3-17
Similarity in Logic Programming....Pages 19-31
A Fuzzy Modal Logic for Similarity Reasoning....Pages 33-48
Fuzzy Dynamic Programming: Basic Aspects....Pages 49-67
Linguistic Modifiers: An Overview....Pages 69-85
Front Matter....Pages 87-87
Software Pattern Laws and Partial Repeatability....Pages 89-119
Theoretical Analyses, New Algorithms, and Some Applications of Genetic Algorithms: A Review of Some Recent Work....Pages 121-134
Medium Logic and Its Evolution....Pages 135-141
Fuzzy Wavelet Neural Networks: Theory and Applications....Pages 143-167
Factor Space Canes....Pages 169-179
An Approach of Adaptive Fuzzy Control and Its Appplication to Power Systems....Pages 181-194
Rough Sets and Their Applications in Data Mining....Pages 195-211
Partial Valuations and Fuzzy Reasoning....Pages 213-220
Limits of Agents in Process Calculus....Pages 221-240
Stable Adaptive Fuzzy Variable Structure Control for a Class of Nonlinear Systems....Pages 241-255
The Classification Mechanism of Adaptive Gauss Neural Networks and Application on Target Classification....Pages 257-272
Back Matter....Pages 273-294

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Content:
Front Matter....Pages i-xiv
Front Matter....Pages 1-1
Possibilistic Logic in Decision....Pages 3-17
Similarity in Logic Programming....Pages 19-31
A Fuzzy Modal Logic for Similarity Reasoning....Pages 33-48
Fuzzy Dynamic Programming: Basic Aspects....Pages 49-67
Linguistic Modifiers: An Overview....Pages 69-85
Front Matter....Pages 87-87
Software Pattern Laws and Partial Repeatability....Pages 89-119
Theoretical Analyses, New Algorithms, and Some Applications of Genetic Algorithms: A Review of Some Recent Work....Pages 121-134
Medium Logic and Its Evolution....Pages 135-141
Fuzzy Wavelet Neural Networks: Theory and Applications....Pages 143-167
Factor Space Canes....Pages 169-179
An Approach of Adaptive Fuzzy Control and Its Appplication to Power Systems....Pages 181-194
Rough Sets and Their Applications in Data Mining....Pages 195-211
Partial Valuations and Fuzzy Reasoning....Pages 213-220
Limits of Agents in Process Calculus....Pages 221-240
Stable Adaptive Fuzzy Variable Structure Control for a Class of Nonlinear Systems....Pages 241-255
The Classification Mechanism of Adaptive Gauss Neural Networks and Application on Target Classification....Pages 257-272
Back Matter....Pages 273-294
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