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International Series on Computational Intelligence


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Soft Computing in Human-Related Sciences

Soft Computing in Human-Related Sciences

1st Edition

Horia-Nicolai L Teodorescu, Abraham Kandel, Lakhmi C. Jain
April 29, 1999

Hard boundaries have traditionally existed between such fields as fuzzy systems, neural networks, genetic algorithms, chaotic systems and expert systems. Gradually those boundaries are tending to vanish and "soft computing"-based systems that mix these different approaches have begun to...

Practical Applications of Computational Intelligence for Adaptive Control

Practical Applications of Computational Intelligence for Adaptive Control

1st Edition

Charles Karr
April 12, 1999

Written as a result of a seven year research project using computational intelligence techniques for solving mineral processing problems at the U.S. Bureau of Mines, this book is about intelligent, adaptive process control. It brings together ideas from the field of computational intelligence , a...

Industrial Applications of Genetic Algorithms

Industrial Applications of Genetic Algorithms

1st Edition

Charles Karr, L. Michael Freeman
December 29, 1998

Genetic algorithms (GAs) are computer-based search techniques patterned after the genetic mechanisms of biological organisms that have adapted and flourished in changing, highly competitive environments for millions of years. GAs have been successfully applied to problems in a variety of studies,...

Intelligent Adaptive Control: Industrial Applications

Intelligent Adaptive Control: Industrial Applications

1st Edition

Lakhmi C. Jain, Clarence W. de Silva
December 29, 1998

This book describes important techniques, developments, and applications of computational intelligence in system control.Chapters present:an introduction to the fundamentals of neural networks, fuzzy logic, and evolutionary computinga rigorous treatment of intelligent control industrial...

Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms: Industrial Applications

Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms: Industrial Applications

1st Edition

Lakhmi C. Jain, N.M. Martin
November 17, 1998

Artificial neural networks can mimic the biological information-processing mechanism in - a very limited sense. Fuzzy logic provides a basis for representing uncertain and imprecise knowledge and forms a basis for human reasoning. Neural networks display genuine promise in solving problems, but a...

Industrial Applications of Neural Networks

Industrial Applications of Neural Networks

1st Edition

Lakhmi C. Jain, V. Rao Vemuri
October 28, 1998

Industrial Applications of Neural Networks explores the success of neural networks in different areas of engineering endeavors. Each chapter shows how the power of neural networks can be exploited in modern engineering applications.The first seven chapters focus on image processing as well as...

Knowledge-Based Intelligent Techniques in Industry

Knowledge-Based Intelligent Techniques in Industry

1st Edition

Lakhmi C. Jain, R.P. Johnson, Yoshiyasu Takefuji, Lofti A. Zadeh
September 28, 1998

The successful development and deployment of expert system tools spurred the initial momentum in developing and using intelligent techniques in industry. The brittleness of expert systems and the enormous effort involved in the development and maintenance of knowledge bases prompted researchers to...

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