Artificial intelligence : structures and strategies for complex problem solving / George F. Luger

By: Luger, George FPublication details: New Delhi : Pearson Education, c2009. Edition: 5th edDescription: xxiii, 903 p. : ill. ; 24 cmISBN: 9788131723272DDC classification: 006.3 LUG

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Item type	Current library	Home library	Call number	Status	Date due	Barcode	Item holds
English Lending	Villa College Library	Villa College Library	006.3 LUG (Browse shelf(Opens below))	Available		057

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Pt. I. Artificial intelligence : its roots and scope
1. AI : early 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. Building control algorithms for state space search
Pt. III. Representation and intelligence : the AI challenge
7. Knowledge representation
8. Strong method problem solving
9. Reasoning in uncertain situations
Pt. IV. Machine learning
10. Machine learning : symbol-based
11. Machine learning : connectionist
12. Machine learning : social and emergent
Pt. V. Advanced topics for AI problem solving
13. Automated reasoning
14. Understanding natural language
Pt. VI. Languages and programming techniques for artificial intelligence
15. An introduction to PROLOG
16. An introduction to LISP
Pt. VII. Epilogue
17. Artificial intelligence as empirical enquiry.
Includes bibliographical references and index.

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