000 02321nam a2200253Ia 4500
003 NULRC
005 20250520102651.0
008 250520s9999 xx 000 0 und d
020 _a9781936420230
040 _cNULRC
050 _aQ 335 .L83 2013
100 _aLucci, Stephen.
_eauthor
245 0 _aArtificial intelligence in the 21st century /
_cStephen Lucci anad Danny Kopec
250 _aSecond edition
260 _aDulles, Virginia :
_bMercury Learning and Information,
_cc2013
300 _axxxi, 590 pages :
_bcolor illustrations ;
_c26 cm.
365 _bUSD46.35
504 _aIncludes bibliographical references and index.
505 _aPart 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.
520 _aThis 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.
650 _aARTIFICIAL INTELLIGENCE
700 _aKopec, Danny
_eco-author
942 _2lcc
_cBK
999 _c12668
_d12668