Artificial intelligence : structures and strategies for complex problem solving /
George F. Luger.
- 5th ed.
- New Delhi : Pearson Education, 2009
- xxiii, 903 p. ill. ; 24 cm.
Includes bibliographical references (p. 855-881) and indexes.
Part I: Artificial Intelligence: its Routes and Scope 1 AI: History and Applications Part 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 Part III: Representation and Intelligence: The AI Challenge 7 Knowledge Representation 8 Strong Method Problem Solving 9 Reasoning in Uncertain Situations Part IV: Machine Learning 10 Machine Learning: Symbol-Based 11 Machine Learning: Connectionist 12 Machine Learning: Social and Emergent Part V: Advanced Topics for AI Problem Solving 13 Automated Reasoning 14 Understanding Natural Language Part VI: Languages and Programming Techniques for Artificial Intelligence 15 An Introduction to PROLOG 16 An Introduction to LISP Part VII: Epilogue 17 Artificial Intelligence as Empirical Enquiry Bibliography Author Index Subject Index
9788131723272 (pbk)
Artificial intelligence. Knowledge representation (Information theory) Problem solving. Prolog (Computer program language) LISP (Computer program language)