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AI Application Programming: (Programming Series)

AI Application Programming: (Programming Series)

          
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About the Book

The popularity of artificial intelligence continues to grow as more and more uses are found for the technology. AI Application Programming, Second Edition is completely updated to supply both the conceptual background and the real-world examples needed to begin using AI in software projects. Each technology is illustrated with a model implementation and application, and complete source code for each example is provided on the companion CD-ROM. Selected applications cover data mining, genetic algorithms, game programming, embedded rules-based engines, and the World Wide Web.

Table of Contents:
History of AI What is AI? Strong and Weak AI The Result of AI AI's Modern Timeline Branches of AI Key Researchers Philosophical, Moral, and Social Issues Structure of this Book 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 9 Introduction to Reinforcement Learning 10 Introduction to Genetic Algorithms 11 Artificial Life 13 Introduction to Fuzzy Logic 14 Natural Language Processing 15 The Bigram Model 16 Agent-based Software 17 AI Today References Resources Appendix A Exercises and Problems Appendix B About the CD-ROM


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Product Details
  • ISBN-13: 9781584504214
  • Publisher: Cengage Learning, Inc
  • Publisher Imprint: Charles River Media
  • Depth: 25
  • Height: 229 mm
  • No of Pages: 473
  • Series Title: Programming Series
  • Weight: 953 gr
  • ISBN-10: 1584504218
  • Publisher Date: 01 Jun 2005
  • Binding: SA
  • Edition: Revised edition
  • Language: English
  • Returnable: N
  • Spine Width: 36 mm
  • Width: 188 mm


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