Applied Fuzzy Systems (eBook)

Kiyoji Asai, Michio Sugeno, Toshiro Terano (Herausgeber)

eBook Download: PDF

2014 | 1. Auflage
314 Seiten
Elsevier Science (Verlag)
978-1-4832-6293-2 (ISBN)

Infos

Applied Fuzzy Systems provides information pertinent to the fundamental aspects of fuzzy systems theory and its application. This book discusses the development of high-level artificial intelligence and information processing systems, as well as the realization of fuzzy computers. Organized into six chapters, this book begins with an overview of the fundamental problems addressed by fuzzy systems. This text then reviews standard computer logic or two-valued Boolean algebra. Other chapters consider bus scheduling, evaluation of structural reliability, applications of schema systems for decision-making, and processing of natural-language information and systems for medical diagnosis as examples of fuzzy expert systems. This book discusses as well a practical fuzzy expert system for durability evaluations of reinforced concrete slabs for bridges, along with an example of application. The final chapter deals with the important parts of the construction of fuzzy computers, their architecture, and the outlook for the future. This book is a valuable resource for engineers, mathematicians, technicians, and research workers.

Inhalt

Front Cover 1
Applied Fuzzy Systems 4
Copyright Page 5
Table of Contents 6
Preface 8
Contributors 12
Chapter 1. Introduction to Fuzzy Systems 14
1.1 BALANCED TECHNOLOGY 14
1.2 MACRO KNOWLEDGE AND MACRO THINKING 16
1.3 MAN /MACHINE SYSTEMS 17
1.4 FUZZY SYSTEMS 18
REFERENCES 20
Chapter 2. Fuzzy Set Theory for Applications 22
2.1 CRISP SET THEORY 22
2.2 CRISP LOGIC 28
2.3 FUZZY SET THEORY 33
2.4 EXTENSION OF THE CONCEPT OF FUZZY SETS 38
2.5 FUZZY LOGIC 41
2.6 FUZZY REASONING 49
2.7 PROBLEMS FOR PRACTICE 62
Chapter 3. Applications in Industry 64
3.1 OUTLINE 64
3.2 BLAST FURNACE CONTROL 69
3.3 COLD-ROLLING CONTROL 84
3.4 AUTOMOTIVE SPEED CONTROL 98
3.5 RAINWATER PUMP MANAGEMENT 114
3.6 AUTOMATIC TRAIN OPERATION 128
3.7 SPEECH RECOGNITION 141
3.8 IMAGE RECOGNITION 153
REFERENCES 174
Chapter 4. Expert Systems 178
4.1 OUTLINE 178
4.2 BUS SCHEDULING 182
4.3 EVALUATION OF STRUCTURAL RELIABILITY 194
4.4 DECISION-MAKING SUPPORT 203
4.5 MEDICAL DIAGNOSIS 218
REFERENCES 242
Chapter 5. Applications in Business 244
5.1 KEYS TO BUSINESS APPLICATIONS 245
5.2 MODELING OF LARGE-SCALE SYSTEMS 252
5.3 MULTIOBJECTIVE EVALUATION 258
5.4 MULTIOBJECTIVE PROGRAMMING 265
5.5 MULTIATTRIBUTE DECISION-MAKING 271
REFERENCES 279
Chapter 6. Fuzzy Computers and Software 282
6.1 FUZZY COMPUTERS 282
6.2 FUZZY SOFTWARE 295
REFERENCES 310
Index 312

Produkt-Details

• Erscheint lt. Verlag: 10.5.2014
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Technik ► Bauwesen
• ISBN-10: 1-4832-6293-6 / 1483262936
• ISBN-13: 978-1-4832-6293-2 / 9781483262932