Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering by Nikola K. Kasabov
Book Description :-
This book integrated software environment that can be used to solve the problems and do the exercises at the end of each chapter are available free through anonymous ftp.
A particularly strong feature of the text is that it is filled with applications in engineering, business, and finance. Neural networks and fuzzy systems are different approaches to introducing human-like reasoning into expert systems. This text is the first to combine the study of these two subjects, their basics and their use, along with symbolic AI methods to build comprehensive artificial intelligence systems.
In a clear and accessible style, Kasabov describes rule- based and connectionist techniques and then their combinations, with fuzzy logic included, showing the application of the different techniques to a set of simple prototype problems, which makes comparisons possible. This book have problems that cover most of the application-oriented research in the field (pattern recognition, speech and image processing, classification, planning, optimization, prediction, control, decision making, and game simulations) are discussed and illustrated with concrete examples.
Book Details :-
Hardcover: 568 pages
Publisher: The MIT Press (October 11, 1996)
Language: English
ISBN-10: 0262112124
ISBN-13: 978-0262112123
Book Description :-
This book integrated software environment that can be used to solve the problems and do the exercises at the end of each chapter are available free through anonymous ftp.
A particularly strong feature of the text is that it is filled with applications in engineering, business, and finance. Neural networks and fuzzy systems are different approaches to introducing human-like reasoning into expert systems. This text is the first to combine the study of these two subjects, their basics and their use, along with symbolic AI methods to build comprehensive artificial intelligence systems.
In a clear and accessible style, Kasabov describes rule- based and connectionist techniques and then their combinations, with fuzzy logic included, showing the application of the different techniques to a set of simple prototype problems, which makes comparisons possible. This book have problems that cover most of the application-oriented research in the field (pattern recognition, speech and image processing, classification, planning, optimization, prediction, control, decision making, and game simulations) are discussed and illustrated with concrete examples.
Book Details :-
Hardcover: 568 pages
Publisher: The MIT Press (October 11, 1996)
Language: English
ISBN-10: 0262112124
ISBN-13: 978-0262112123
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