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 probabilisti
Fuzzy Logic and Soft Computing
β Scribed by Didier Dubois, Henri Prade (auth.), Guoqing Chen, Mingsheng Ying, Kai-Yuan Cai (eds.)
- Publisher
- Springer US
- Year
- 1999
- Tongue
- English
- Leaves
- 295
- Series
- The International Series on Asian Studies in Computer and Information Science 6
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
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.
β¦ Table of Contents
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
β¦ Subjects
Mathematical Logic and Foundations; Calculus of Variations and Optimal Control; Optimization; Electrical Engineering; Data Structures, Cryptology and Information Theory; Artificial Intelligence (incl. Robotics)
π SIMILAR VOLUMES
<p>This volume offers a picture, as a job in progress, of the effort that is coming in founding and developing soft computing techniques. It contains papers aimed to report results containing genuinely logical aspects of fuzzy logic. The topics treated in this area cover Lukasiewicz logic, fuzzy log
Ever since fuzzy logic was introduced by Lotfi Zadeh in the mid-sixties and genetic algorithms by John Holland in the early seventies, these two fields widely been subjects of academic research the world over. During the last few years, they have been experiencing extremely rapid growth in the indus
<p><span>In todayβs increasingly complex and uncertain business environment, financial analysis is yet more critical to business managers who tackle problems of an economic or business nature. Knowledge based on formal logic and even experience becomes less sufficient. This volume systematically set
<p><P>This book comprises a selection of papers from the IFSA 2007 World Congress on theoretical advances and applications of fuzzy logic and soft computing. These papers were selected from over 400 submissions and constitute an important contribution to the theory and applications of fuzzy logic an