000 02033nam a2200241Ia 4500
003 NULRC
005 20250520094846.0
008 250520s9999 xx 000 0 und d
020 _a201648660
040 _cNULRC
050 _aQ 335 .L84 2003
100 _aLuger, George F.
_eauthor
245 0 _aArtificial intelligence :
_bstructures and strategies for complex problem solving /
_cGeorge F. Luger
250 _aFourth edition | Lower Price edition
260 _aHarlow, Essex, England :
_bAddision-Wesley Publishing Company,
_cc2003
300 _axxiii, 880 pages :
_billustrations ;
_c24 cm.
500 _aPrevious edition: published as by George Luger, William A. Stubblefield. Redwood City, Calif.; Wokingham, Benjamin/Cummings, 1997.
504 _aIncludes bibliographical references and index.
505 _apt. I. Artificial intelligence : its roots and scope -- 1. AI : history and applications -- pt. II. Artificial intelligence as representation and search -- 2. The predicate calculus -- 3. Structures and strategies for state space search -- 4. Heuristic search -- 5. Stochastic methods -- 6. Control and implementation of state space search -- pt. III. Capturing intelligence : the AI challenge -- 7. Knowledge representation -- 8. Strong method problem solving -- 9. Reasoning in uncertain situations -- pt. IV. Machine iearning -- 10. Machine learning : symbol-based -- 11. Machine learning : connectionist -- 12. Machine learning : genetic and emergent -- 13. Machine learning : probabilistic -- pt. V. Advanced topics for AI problem solving -- 14. Automated reasoning -- 15. Understanding natural language -- pt. VI. Epilogue -- 16. Artificial intelligence as empirical enquiry.
520 _aTextbook in artificial intelligence, touching on several levels of structures and strategies for complex problem solving. Shows how to use the numerous software tools and techniques for problem solution. For computer scientists. Previous edition not cited.
650 _aARTIFICIAL INTELLIGENCE
942 _2lcc
_cBK
999 _c4563
_d4563