Artificial Intelligence: Structures and Strategies for Complex Problem Solving (6th Edition)

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9780321545893: Artificial Intelligence: Structures and Strategies for Complex Problem Solving (6th Edition)

Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one- or two-semester undergraduate course on AI.

In this accessible, comprehensive text, George Luger captures the essence of artificial intelligence–solving the complex problems that arise wherever computer technology is applied. Ideal for an undergraduate course in AI, the Sixth Edition presents the fundamental concepts of the discipline first then goes into detail with the practical information necessary to implement the algorithms and strategies discussed. Readers learn how to use a number of different software tools and techniques to address the many challenges faced by today’s computer scientists.


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From the Back Cover:

Artificial Intelligence

Structures and Strategies for Complex Problem Solving, Sixth Edition

by George F Luger

 

This accessible, comprehensive book captures the essence of artificial intelligence -- solving the complex problems that arise wherever computer technology is applied. With his signature enthusiasm, George Luger demonstrates numerous techniques and strategies for addressing the many challenges facing computer scientists today. Diverse topics on this exciting and ever-evolving field range from perception and adaptation using neural networks and genetic algorithms, intelligent agents with ontologies, automated reasoning, natural language analysis, and stochastic approaches to machine learning.

 

This book is ideal for a one - or two-semester university course on AI.

 

New to this edition:

  • A new chapter on stochastic approaches to machine learning, including first-prder Bayesian networks, variants of hidden Markov models, inference with Markov random fields and loopy belief propagation.
  • Presentation of parameter fitting with expectation maximization learning and structure learning using Markov chain Monte Carlo sampling. Use of Markov decision processes in reinforcement learning.
  • Presentation of agent technology and the use of ontologies.
  • Natural language processing with dynamic programming (the Earley parser) and other probabilistic parsing techniques including Viterbi.
  • A new supplemental programming book is available: AI Algorithms in Prolog, Lisp, and Java™. Available online and in print, this book demonstrates these languages as tools for building many of the algorithms presented throughout Luger's AI book.

"There are many ideas in this area that students often find difficult; the clarity and precision of Luger's exposition is informed by sharp, incisive examples with straightforward graphical components."

-- Joseph Lewis, San Diego State University

 

"The book is a perfect complement to an AI course. It gives readers both an historical point of view and a practical guide to all the techniques. It is THE book I would recommend as an introduction to this field."

-- Pascal Rebreyend, Dalarna University 

 

"The style of writing and comprehensive treatment of the subject matter makes this a valuable addition to the AI literature."

-- Malachy Eaton, University of Limerick

 

George Luger is currently a Professor of Computer Science, Linguistics, and Psychology at the University of New Mexico. He received his Ph.D. from the University of Pennsylvania and spent five years researching and teaching at the Department of Artificial Intelligence at the University of Edinburgh.

About the Author:

George Luger is currently a Professor of Computer Science, Linguistics, and Psychology at the University of New Mexico. He received his PhD from the University of Pennsylvania and spent five years researching and teaching at the Department of Artificial Intelligence at the University of Edinburgh.

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Luger, George F.
Editorial: Lebanon, Indiana, U.S.A.: Addison-Wesley (2008)
ISBN 10: 0321545893 ISBN 13: 9780321545893
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Descripción Lebanon, Indiana, U.S.A.: Addison-Wesley, 2008. Soft cover. Estado de conservación: New. Estado de la sobrecubierta: New. 5th or later Edition. Low price guarantee! The book is the brand new international edition textbook with the different ISBN and cover design. The book main content black/white printed in full English as same as the corresponding original US edition. Fast shipments in one to two working days after the orders confirmed. Nº de ref. de la librería ABE-12101234023

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Luger, George F.
Editorial: Lebanon, Indiana, U.S.A.: Addison-Wesley (2008)
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Descripción Lebanon, Indiana, U.S.A.: Addison-Wesley, 2008. Soft cover. Estado de conservación: New. Estado de la sobrecubierta: New. 5th or later Edition. **INTERNATIONAL EDITION** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments contain tracking numbers. Great professional textbook selling experience and expedite shipping service. Nº de ref. de la librería ABE-8034538934

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Descripción Pearson, 2008. Softcover. Estado de conservación: New. ***International Edition***Soft cover/Paperback*** Textbook printed in English. ***Brand New***. Most international edition has different ISBN and Cover design. Some book may show sales disclaimer such as "Not for Sale or Restricted in US" on the cover page but it is absolutely legal to use. All textbook arrives within 5-7business days. Please provides valid phone number with your order for easy delivery. Nº de ref. de la librería 0321545893

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Descripción International Edition. Paperback. Estado de conservación: New. International Edition. Very fast shipping. Receive your book in 2-7 business days if you checkout with expedited shipping. We take pride in our customer service, please contact us if you have any questions regarding the listing. Nº de ref. de la librería in-us-9780321545893

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Descripción Pearson Education (US), United States, 2008. Hardback. Estado de conservación: New. 6th edition. Language: English . Brand New Book. Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one- or two-semester undergraduate course on AI.In this accessible, comprehensive text, George Luger captures the essence of artificial intelligence-solving the complex problems that arise wherever computer technology is applied. Ideal for an undergraduate course in AI, the Sixth Edition presents the fundamental concepts of the discipline first then goes into detail with the practical information necessary to implement the algorithms and strategies discussed. Readers learn how to use a number of different software tools and techniques to address the many challenges faced by today s computer scientists. Nº de ref. de la librería AAK9780321545893

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George F. Luger
Editorial: Pearson Education (US), United States (2008)
ISBN 10: 0321545893 ISBN 13: 9780321545893
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Descripción Pearson Education (US), United States, 2008. Hardback. Estado de conservación: New. 6th edition. Language: English . Brand New Book. Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one- or two-semester undergraduate course on AI.In this accessible, comprehensive text, George Luger captures the essence of artificial intelligence-solving the complex problems that arise wherever computer technology is applied. Ideal for an undergraduate course in AI, the Sixth Edition presents the fundamental concepts of the discipline first then goes into detail with the practical information necessary to implement the algorithms and strategies discussed. Readers learn how to use a number of different software tools and techniques to address the many challenges faced by today s computer scientists. Nº de ref. de la librería AAK9780321545893

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George F. Luger
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Descripción Pearson Education, 2008. HRD. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería PB-9780321545893

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George F. Luger
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Descripción Pearson 2008-02-26, 2008. Hardcover. Estado de conservación: New. Nº de ref. de la librería NU-PEA-00002804

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Luger, George F.
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Descripción Pearson, 2008. Hardcover. Estado de conservación: New. Never used!. Nº de ref. de la librería P110321545893

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Luger, George F.
Editorial: Addison-Wesley (2008)
ISBN 10: 0321545893 ISBN 13: 9780321545893
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Descripción Addison-Wesley, 2008. Hardcover. Estado de conservación: Brand New. 6th edition. 750 pages. 9.50x7.75x1.25 inches. In Stock. Nº de ref. de la librería zk0321545893

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