Computational Intelligence: Soft Computing and Fuzzy-Neuro Integration with Applications
By: edited by Okyay Kaynak, Lotfi A. Zadeh, Burhan Türkşen, Imre J. Rudas
Contributors: Zadeh, Lotfi A. (Lotfi Asker); Türkşen, Burhan; Rudas, Imre J.
Series: NATO ASI Series, Series F: Computer and Systems Sciences -- 162; NATO ASI series -- 162.
Publisher: Springer Berlin Heidelberg; Imprint; Springer
Published: 1998
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] /
Number of pages: 538
ISBN-13: 9783642589300
Other titles: Proceedings of the NATO Advanced Study Institute on Soft Computing and Its Applications held at Manavgat, Antalya, Turkey, August 21-31, 1996
Description: Soft computing is a consortium of computing methodologies that provide a foundation for the conception, design, and deployment of intelligent systems and aims to formalize the human ability to make rational decisions in an environment of uncertainty and imprecision. This book is based on a NATO Advanced Study Institute held in 1996 on soft computing and its applications. The distinguished contributors consider the principal constituents of soft computing, namely fuzzy logic, neurocomputing, genetic computing, and probabilistic reasoning, the relations between them, and their fusion in industrial applications. Two areas emphasized in the book are how to achieve a synergistic combination of the main constituents of soft computing and how the combination can be used to achieve a high Machine Intelligence Quotient.
Table of contents: title: Preface; title: Part 1. Computational Intelligence; title: Part 2. Foundations of Fuzzy Theory; title: Part 3. Fuzzy Systems; title: Part 4. Neural Networks; title: Part 5. Data Analysis; title: Part 6. Applications.