AI Application Programming by M. Tim Jones
The purpose of this book is to demystify the techniques associated with the field of artificial intelligence. It covers both the theory and the practical applications to teach developers how to apply AI techniques in their own designs.
Chapter 1 - History of AI
Chapter 2 - Simulated Annealing
Chapter 3 - Introduction to Adaptive Resonance Theory (ART1)
Chapter 4 - Ant Algorithms
Chapter 5 - Introduction to Neural Networks and the Backpropagation Algorithm
Chapter 6 - Introduction to Genetic Algorithms
Chapter 7 - Artificial Life
Chapter 8 - Introduction to Rules-Based Systems
Chapter 9 - Introduction to Fuzzy Logic
Chapter 10 - The Bigram Model
Chapter 11 - Agent-Based Software
Chapter 12 - AI Today
Appendix A - About the CD-ROM
Index
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