Artificial intelligence : structures and strategies for complex problem solving / George F. Luger.
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TextPublication details: New Delhi : Pearson Education, 2009Edition: 5th edDescription: xxiii, 903 p. ill. ; 24 cmISBN: - 9788131723272 (pbk)
- 006.3 22 L9512
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| 006.3 H1412 Neural network design / | 006.3 J46 Software agents | 006.3 L9512 Artificial intelligence : | 006.3 L9512 Artificial intelligence : | 006.3 L9512 Artificial intelligence : | 006.3 L9677 Artificial intelligence : | 006.3 L9677 Artificial intelligence : structures and strategies for complex problem solving |
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
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