Title: Artificial intelligence : structures and strategies for complex problem solving /
Authors: Luger, George F.
Publisher: Addison-Wesley,
Year: 2005
Subjects: Artificial intelligence.; Knowledge representation (Information theory); Problem solving.; Prolog (Computer program language); LISP (Computer program language)
Abstract: "Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one or two semester university course on AI, as well as an invaluable reference for researchers in the field or practitioners wishing to employ the power of current AI techniques in their work."--BOOK JACKET.
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.