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S. G. Tzafestas, Anastasios N. Venetsanopoulos, Spyros G. Tzafestas

Fuzzy Reasoning in Information, Decision, and Control Systems (International Series on Microprocessor-Based and Intelligent Systems engineEring, Vol)

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ISBN: 0792326431
Издательство: Kluwer Academic Publishers
This book is devoted to the study of fuzzy reasoning as applied to decision making and control processes. It contains a collection of important contributions covering a wide well-selected range of topics within the field. The book contains twenty-one papers, written by thirty-four distinguished contributors and is divided into five parts. Part 1 involves four chapters providing background material together with useful techniques for the validation of fuzzy knowledge bases and the software representation of fuzzy sets and fuzzy logic. Part 2 presents an overview of neuro-fuzzy expert systems along with an important case study, and a neural network model which is suitable for fuzzy reasoning. Part 3 presents the state of art of fuzzy controllers, including design and implementation aspects. This part starts with a chapter on the demystification of fuzzy control and includes critical evaluations of fuzzy controllers, along with new types of fuzzy controllers such as the sliding mode...