Item description for Fuzzy and Neural: Interactions and Applications (Studies in Fuzziness and Soft Computing) by James J. Buckley...
The book can be broken down into two basic parts: (1) Chapter 3 through 6 the main ingredient is a neural net; and (2) Chapter 7 through 10 are about fuzzy neural nets. The chapters on (layered, feedforward) neural nets include using neural nets to approximate fuzzy systems, to equal fuzzy systems and to solve fuzzy problems. The chapters on fuzzy neural nets focus on using them to approximate fuzzy systems or equal fuzzy systems. The topic of neural nets, fuzzy systems and fuzzy neural nets are brought together in Chapter 11 with the design of a fuzzy teaching machine whose inputs/outputs are verbal statements.
Outline Fuzzy systems and neural networks are naturally complementary because they overlap in their usefulness for certain problems. Fuzzy and Neural: Interactions and Applications is for those who are interested in using these powerful tools together in a variety of ways, such as using neural nets to mimic fuzzy systems.
The first chapters introduce fuzzy mathematics and elements of layered, feed-forward neural nets. Later the authors examine fuzzy expert systems; fuzzy controllers; training and evaluation of neural networks for fuzzy problems; and "fuzzy teaching machines," which use verbal commands from human operators to guide performance. With few references and fewer proofs, the book sacrifices some completeness for the sake of smooth reading, but much of that material can be found in more comprehensive texts.
While this text doesn't require in-depth knowledge of fuzzy sets or neural nets, it certainly helps. A mathematical background extending to at least differential calculus is essential. --Rob Lightner
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Est. Packaging Dimensions: Length: 9.3" Width: 6.4" Height: 0.8" Weight: 0.75 lbs.
Release Date Mar 5, 1999
Publisher Physica-Verlag Heidelberg
ISBN 379081170X ISBN13 9783790811704
Availability 90 units. Availability accurate as of May 29, 2017 01:36.
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More About James J. Buckley
James J. Buckley is Professor of Theology at Loyola College in Maryland. He is the author of "Seeking the Humanity of God. "Professors Jones and Buckley are the editors of "Modern Theology" and the General Editors of the series "Blackwell Readings in Modern Theology."
L. Gregory Jones is Professor at Duke University Divinity School. He is the author of three books, including most recently "Embodying Forgiveness."
Reviews - What do customers think about Fuzzy and Neural: Interactions and Applications (Studies in Fuzziness and Soft Computing)?
Exellent presentation for designers of fuzzy/neural systems Jul 23, 1999
Buckley and Feuring have written a concise and understandable presentation of the essential mathematics involved in artificial neural nets (fuzzy and conventional), in fuzzy expert systems, and in hybrid systems employing both techniques. The book is most valuable for those seriously interested in such systems whose mathematics is primarily of the engineering variety. A real virtue is that the options available in the design phase are spelled out; it is not assumed that the system designer will follow the conventional well-trodden path. The example given of a fuzzy teaching machine illustrates choosing among these options. The treatment of neural nets is especially good; I would wish that the treatment of fuzzy expert systems had been expanded beyond bare necessity. Useful adjunct reading is Earl Cox's Fuzzy Systems Handbook and von Altrock's Fuzzy Logic and NeuroFuzzy Applications.
While much of the basic mathematics is available in other books such as Klir and Yuan, it is quite difficult to locate what one needs to know in these books. Buckley and Feuring's presentation has the great virtue that the math is organized in a fashion appropriate to the system designer's needs. I know of no other book which fills this niche.