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(Ebook) Artificial Intelligence A Systems Approach 1st Edition by M Tim Jones ISBN 9780977858231 0977858235

  • SKU: EBN-1294562
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4.4

10 reviews
Instant download (eBook) Artificial Intelligence: A Systems Approach (w/CDROM)(Computer Science) (Engineering)(AI) after payment.
Authors:M. Tim Jones
Pages:518 pages.
Year:2007
Editon:1
Publisher:Jones & Bartlett Publishers
Language:english
File Size:10.66 MB
Format:pdf
ISBNS:9780977858231, 0977858235
Categories: Ebooks

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(Ebook) Artificial Intelligence A Systems Approach 1st Edition by M Tim Jones ISBN 9780977858231 0977858235

(Ebook) Artificial Intelligence A Systems Approach 1st Edition by M Tim Jones - Ebook PDF Instant Download/Delivery: 9780977858231 ,0977858235
Full download (Ebook) Artificial Intelligence A Systems Approach 1st Edition after payment


Product details:

ISBN 10: 0977858235
ISBN 13: 9780977858231
Author: M Tim Jones

I think this book is great! It explains the fundamentals of AI in a way that is easy to read and understand! I recommend this book to AI newbies who don't want to spend hours figuring out technical language. It was really useful for me!
"This book offers students and AI programmers a new perspective on the study of artificial intelligence concepts. The essential topics and theory of AI are presented, but it also includes practical information on data input & reduction as well as data output (i.e., algorithm usage). Because traditional AI concepts such as pattern recognition, numerical optimization and data mining are now simply types of algorithms, a different approach is needed. This "sensor / algorithm / effecter" approach grounds the algorithms with an environment, helps students and AI practitioners to better understand them, and subsequently, how to apply them. The book has numerous up to date applications in game programming, intelligent agents, neural networks, artificial immune systems, and more. A CD-ROM with simulations, code, and figures accompanies the book."--Publisher's website

(Ebook) Artificial Intelligence A Systems Approach 1st Edition Table of contents:

  1. Introduction / The History of AI

  2. Search (Uninformed & Informed Algorithms)

  3. Games (Adversarial Search, Game Playing)

  4. Logic (Propositional & First-Order Logic)

  5. Planning

  6. Knowledge Representation

  7. Machine Learning (Decision Trees, Markov Models, k-NN)

  8. Probabilistic Reasoning

  9. Stochastic Search (Evolutionary Computation, PSO, etc.)

  10. Neural Networks (Perceptrons, Backprop, PNNs)

  11. Intelligent Agents

  12. Hybrid Models (AI applications combining approaches)

  13. Languages of AI (LISP, Java, Python, etc.)

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Tags: M Tim Jones, Artificial Intelligence, Systems Approach

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