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AI application programming / M. Tim Jones.

By: Jones, M. Tim.
Publisher: Hingham, Mass. : Charles River Media, c2005Edition: 2nd ed.Description: xvii, 473 p. : ill. ; 23 cm. + 1 CD-ROM (4 3/4 in.).ISBN: 1584504218 (pbk.).Subject(s): Artificial intelligence -- Data processing | Artificial intelligence -- Mathematical modelsDDC classification: 006.30285
Contents:
History of AI - 2. Pathfinding and the A-star algorithm - 3. Simulated annealing - 4. Particle swarm optimization - 5. Introduction to adaptive resonance theory (ART1) - 6. Introduction to classifier systems - 7. Ant algorithms - 8. Introduction to neural networks and the backpropagation algorithm - 9. Introduction to reinforcement learning - 10. Introduction to genetic algorithms - 11. Artificial life - 12. Introduction to rules-based systems - 13. Introduction to fuzzy logic - 14. Natural language processing - 15. The Bigram models - 16. Agent-based software - 17. AI today.
Item type Current location Shelf location Call number Copy number Status Notes Date due Barcode
Main Collection Taylor's Library-TU

Floor 3, Shelf 2 , Side 1, TierNo 4, BayNo 1

 006.30285 JON (Browse shelf) 1 Available SOCIT,15010,03,CL 5000047042
Accompanying Material (Media Resource) Taylor's Library-TU
006.30285 JON (Browse shelf) 1 Available SOCIT,15010,03,CL 1001004458

Includes index.

History of AI - 2. Pathfinding and the A-star algorithm - 3. Simulated annealing - 4. Particle swarm optimization - 5. Introduction to adaptive resonance theory (ART1) - 6. Introduction to classifier systems - 7. Ant algorithms - 8. Introduction to neural networks and the backpropagation algorithm - 9. Introduction to reinforcement learning - 10. Introduction to genetic algorithms - 11. Artificial life - 12. Introduction to rules-based systems - 13. Introduction to fuzzy logic - 14. Natural language processing - 15. The Bigram models - 16. Agent-based software - 17. AI today.