Mathematical Methods in Artificial Intelligence Paperback - 1996
by Edward A. Bender
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- Paperback
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Details
- Title Mathematical Methods in Artificial Intelligence
- Author Edward A. Bender
- Binding Paperback
- Edition Second printing
- Condition New
- Pages 668
- Volumes 1
- Language ENG
- Publisher Wiley-IEEE Computer Society PR, Los Alamitos
- Publication date 1996-02-10
- Illustrated Yes
- Features Bibliography, Illustrated, Index, Table of Contents
- Bookseller's Inventory # ria9780818672002_inp
- ISBN 9780818672002 / 0818672005
- Weight 2.56 lbs (1.16 kg)
- Dimensions 9.74 x 7.33 x 1.41 in (24.74 x 18.62 x 3.58 cm)
- Category Computers - General Information
- Library of Congress subjects Expert systems (Computer science), Artificial intelligence - Mathematics
- Library of Congress Catalogue Number 95024708
- Dewey Decimal Code 006.301
- Quantity available 58
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From the publisher
From the rear cover
Introduces the students to the important mathematical foundations and tools in AI and describes their application to the design of AI algorithms. The book presents an introductory AI course based on the most important mathematics applications, while focusing on important topics that are proven useful in AI and involve the most broadly applicable mathematics.
The book explores AI from three different viewpoints: goals, methods or tools, and achievements and failures. Its goals of reasoning, planning, learning, or language understanding and use are centered around the expert system idea. The tools of AI are presented in terms of what can be incorporated in the data structures. The book examines the concepts and tools of limited structure, mathematical logic, logic-like representation, numerical information, and nonsymbolic structures.
Many introductory texts give the impression that AI is just a collection of heuristic ideas, data structures, and clever hacks. Fortunately, AI researchers use mathematics and are developing new tools. Since much of the mathematics used in AI is not part of standard undergraduate curriculum, the student will be learning mathematics and seeing how it is used in AI at the same time. A diskette containing solutions to many of the exercises is available for instructors.
