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Artificial Intelligence Illuminated : Jones and Bartlett Illuminated - Ben Coppin

Artificial Intelligence Illuminated

Jones and Bartlett Illuminated

Paperback

Published: 19th April 2004
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Artificial Intelligence Illuminated presents an overview of the background and history of artificial intelligence, emphasizing its importance in todayrs"s society and potential for the future. The book covers a range of AI techniques, algorithms, and methodologies, including game playing, intelligent agents, machine learning, genetic algorithms, and Artificial Life. Material is presented in a lively and accessible manner and the author focuses on explaining how AI techniques relate to and are derived from natural systems, such as the human brain and evolution, and explaining how the artificial equivalents are used in the real world. Each chapter includes student exercises and review questions, and a detailed glossary at the end of the book defines important terms and concepts highlighted throughout the text. Errata Sheet for Artificial Intelligence Illuminated

Part One: Introduction to Artificial Intelligence Chapter 1: A Brief History of AI Chapter 2: Artificial Intelligence: Uses and Limitations Chapter 3: Knowledge Representation

Part Two: Search Chapter 4: Search Methodologies Chapter 5: Advanced Search Chapter 6: Game Playing Part Three: Logic Chapter 7: Propositional and Predicate Logic Chapter 8: Inference and Resolution for Problem Solving Chapter 9: Rules and Expert Systems

Part Four: Machine Learning Chapter 10: Introduction to Machine Learning Chapter 11: Neural Networks Chapter 12: Probabilistic Reasoning and Bayesian Belief Networks Chapter 13: Artificial Life: Learning through Emergent Behavior Chapter 14: Genetic Algorithms

Part Five: Planning Chapter 15: Introduction to Planning Chapter 16: Planning Methods

Part Six: Advanced Topics Chapter 17: Advanced Knowledge Representation Chapter 18: Fuzzy Reasoning Chapter 19: Intelligent Agents Chapter 20: Understanding Language Chapter 21: Machine Vision

ISBN: 9780763732301
ISBN-10: 0763732303
Series: Jones and Bartlett Illuminated
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 740
Published: 19th April 2004
Publisher: Jones and Bartlett Publishers, Inc
Country of Publication: US
Dimensions (cm): 23.6 x 19.1  x 3.8
Weight (kg): 1.25
Edition Number: 1
Edition Type: New edition