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Artificial Intelligence: Structures & Strategies..., 5th ed. US$108.60

0321263189
Artificial Intelligence: Structures & Strategies..., 5th ed.

George Luger's Artificial Intelligence: Structures & Strategies for Complex Problem Solving, 5th edition, poses the question: "What is intelligence?" Artificial intelligence (AI) is a diverse field, and offers as many answers to this question as there are approaches, such as:

  • Intelligent agents
  • Logical reasoning
  • Neural networks
  • Expert systems
  • Evolutionary computing

This fifth edition covers all the main strategies used for creating computer systems that will behave in "intelligent" ways. It combines the broadest approach of any text in the marketplace with the practical information necessary to implement the strategies discussed, showing how to do this through Prolog or LISP programming.

928 pages, hardcover

Features

  • A thorough and balanced treatment of the foundations of AI
  • Contains a combination of theoretical foundations of intelligent problem solving with the data structures and algorithms needed for implementation
  • Example programs written in LISP and PROLOG
  • Puts practical applications of AI into context
  • An unique discussion of the social and philosophical issues of AI
  • Model-based reasoning and planning examples from the NASA space program
  • Comments on the AI endeavor from the perspectives of philosophy, psychology, and neuro-physiology

Contents

  • 1 AI: History and Applications
  • 2 The Predicate Calculus
  • 3 Structures and Strategies for State Space Search
  • 4 Heuristic Search
  • 5 Stochastic Technology in AI
  • 6 Control and Implementation of State Space Search
  • 7 Knowledge Representation
  • 8 Strong Method Problem Solving
  • 9 Reasoning in Uncertain Situations
  • 10 Machine Learning: Symbol-Based
  • 11 Machine Learning: Connectionist
  • 12 Machine Learning: Social and Emergent
  • 13 Automated Reasoning
  • 14 Understanding Natural Language
  • 15 An Introduction to PROLOG
  • 16 An Introduction to LISP
  • 17 Artificial Intelligence as Empirical Enquiry


This product was added to our catalog on Monday 21 November, 2005.

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