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Artificial intelligence in the 21st century / Stephen Lucci anad Danny Kopec

By: Contributor(s): Material type: TextTextPublication details: Dulles, Virginia : Mercury Learning and Information, c2013Edition: Second editionDescription: xxxi, 590 pages : color illustrations ; 26 cmISBN:
  • 9781936420230
Subject(s): LOC classification:
  • Q 335 .L83 2013
Contents:
Part I: Introduction -- 1. Overview of artificial intelligence -- Part II: Fundamentals -- 2. Uniformed Search Intelligence -- 3. Informed Search -- 4. Search Using Games -- 5. Logic in Artificial Intelligence -- 6. Knowledge Representation -- 7. Production Systems -- Part III. Knowledge-based Systems -- 8. Uncertainty in A1 -- 9. Expert Systems -- 10. Neural Networks -- 11. Search Inspired by Mother Nature -- Part IV: Advanced Topics -- 12. Natural Language Understanding -- 13. Automated Planning -- 14. Advanced Computer Games -- Part V. The Present and Future -- 15. Reprise -- Appendices -- A. Example with CLIPS: The Expert System Shell -- B. Implementation of the Viterbi Algorithm for Hidden Markov Chains -- C. Contriutions to Computer Chess: The Amazing Walter Shawn Browne -- D. Applications and Data -- E. Solutions to Selected Exercises.
Summary: This new edition provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on robotics and machine learning are now included. Advanced topics cover neural nets, genetic algorithms, natural language processing, planning, and complex board games. A companion DVD is provided with resources, applications, and figures from the book[Companion files available from publisher with Amazon order number by writing to [email protected]]. Numerous instructors’ resources are available upon adoption.
Item type: Books
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Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Books Books National University - Manila LRC - Main General Circulation Machine Learning GC Q 335 .L83 2013 (Browse shelf(Opens below)) c.1 Available NULIB000010427

Includes bibliographical references and index.

Part I: Introduction -- 1. Overview of artificial intelligence -- Part II: Fundamentals -- 2. Uniformed Search Intelligence -- 3. Informed Search -- 4. Search Using Games -- 5. Logic in Artificial Intelligence -- 6. Knowledge Representation -- 7. Production Systems -- Part III. Knowledge-based Systems -- 8. Uncertainty in A1 -- 9. Expert Systems -- 10. Neural Networks -- 11. Search Inspired by Mother Nature -- Part IV: Advanced Topics -- 12. Natural Language Understanding -- 13. Automated Planning -- 14. Advanced Computer Games -- Part V. The Present and Future -- 15. Reprise -- Appendices -- A. Example with CLIPS: The Expert System Shell -- B. Implementation of the Viterbi Algorithm for Hidden Markov Chains -- C. Contriutions to Computer Chess: The Amazing Walter Shawn Browne -- D. Applications and Data -- E. Solutions to Selected Exercises.

This new edition provides a comprehensive, colorful, up to date, and accessible presentation of AI without sacrificing theoretical foundations. It includes numerous examples, applications, full color images, and human interest boxes to enhance student interest. New chapters on robotics and machine learning are now included. Advanced topics cover neural nets, genetic algorithms, natural language processing, planning, and complex board games. A companion DVD is provided with resources, applications, and figures from the book[Companion files available from publisher with Amazon order number by writing to [email protected]]. Numerous instructors’ resources are available upon adoption.

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