Artificial intelligence : structures and strategies for complex problem solving /

other_versions_link
Bibliographic Details
Main Author: Luger, George F.
Format: Printed Book
Language:English
Published: New Delhi ; Pearson, 2005.
Edition:5th ed.
Subjects:
Artificial intelligence.
Knowledge representation (Information theory)
Problem solving.
Prolog (Computer program language)
LISP (Computer program language)
Artificial intelligence - Mathematics.
Lehrbuch.
Table of Contents:
  • 1. AI: early history and applications
  • 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
  • 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
  • Bibliography
  • Author index
  • Subject index.

Similar Items