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Artificial Intelligence: A Systems Approach
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General Information
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Type.................: Ebook
Part Size............: 11,370,159 bytes
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Posted by............: ~tqw~
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Release Notes
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At the time of this writing, AI is celebrating its 50th anniversary. It was
August of 1956 when researchers met at the Dartmouth Summer Research Project on
Artificial Intelligence with the agenda of creating intelligent machines. In the
50 years that followed, AI has become a genuine field of study, but the road has
not been without its bumps. The author covers not only AI theory, but modern
applications, e.g., game programming, machine learning, swarming, artificial
immune systems, genetic algorithms, pattern recognition, numerical optimization,
data mining, & much more.
TABLE OF CONTENTS
Chapter 1 The History of AI
Chapter 2 Uninformed Search
Chapter 3 Informed Search
Chapter 4 AI and Games
Chapter 5 Knowledge Representation
Chapter 6 Machine Learning
Chapter 7 Evolutionary Computation
Chapter 8 Neural Networks I
Chapter 9 Neural Networks II
Chapter 10 Robotics and AI
Chapter 11 Intelligent Agents
Chapter 12 Biologically Inspired and Hybrid Models
Chapter 13 The Languages of AI
Index
Product Details
* ISBN: 0977858235
* ISBN-13: 9780977858231
* Format: Textbook Other Format, 498pp
* Publisher: Infinity Science Press
* Pub. Date: November 2007
* Edition Number: 1
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