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Sinopsis
Combines the theoretical foundations of intelligent problem-solving with he data structures and algorithms needed for its implementation. The book presents logic, rule, object and agent-based architectures, along with example programs written in LISP and PROLOG. The practical applications of AI have been kept within the context of its broader goal: understanding the patterns of intelligence as it operates in this world of uncertainty, complexity and change. The introductory and concluding chapters take a new look at the potentials and challenges facing artificial intelligence and cognitive science.An extended treatment of knowledge-based problem-solving is given including model-based and case-based reasoning. Includes new material on:Fundamentals of search, inference and knowledge representatioAI algorithms and data structures in LISP and PROLOProduction systems, blackboards, and meta-interpreters including planers, rule-based reasoners, and inheritance systemsMachine-learning including ID3 with bagging and boosting, explanation based learning, PAC learning, and other forms of inductioNeural networks, including perceptrons, back propogation, Kohonen networks, Hopfield networks, Grossberg learning, and counterpropagationEmergent and social methods of learning and adaptation, including genetic algorithms, genetic programming and artificial lifeObject and agent-based problem solving and other forms of advanced knowledge representation
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Combines the theoretical foundations of intelligent problem-solving with he data structures and algorithms needed for its implementation. The book presents logic, rule, object and agent-based architectures, along with example programs written in LISP and PROLOG. The practical applications of AI have been kept within the context of its broader goal: understanding the patterns of intelligence as it operates in this world of uncertainty, complexity and change. The introductory and concluding chapters take a new look at the potentials and challenges facing artificial intelligence and cognitive science.An extended treatment of knowledge-based problem-solving is given including model-based and case-based reasoning. Includes new material on:Fundamentals of search, inference and knowledge representatioAI algorithms and data structures in LISP and PROLOProduction systems, blackboards, and meta-interpreters including planers, rule-based reasoners, and inheritance systemsMachine-learning including ID3 with bagging and boosting, explanation based learning, PAC learning, and other forms of inductioNeural networks, including perceptrons, back propogation, Kohonen networks, Hopfield networks, Grossberg learning, and counterpropagationEmergent and social methods of learning and adaptation, including genetic algorithms, genetic programming and artificial lifeObject and agent-based problem solving and other forms of advanced knowledge representation
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
Publicado por
Benjamin-Cummings Pub Co, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: Dream Books Co., Denver, CO, Estados Unidos de America
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Condición: acceptable. This copy has clearly been enjoyedâ"expect noticeable shelf wear and some minor creases to the cover. Binding is strong, and all pages are legible. May contain previous library markings or stamps. Nº de ref. del artículo: DBV.0805311963.A
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Artificial Intelligence: Structures and Strategies for Complex Pr
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Benjamin-Cummings Pub Co, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: Hawking Books, Edgewood, TX, Estados Unidos de America
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
Publicado por
Benjamin-Cummings Pub Co, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: ThriftBooks-Atlanta, AUSTELL, GA, Estados Unidos de America
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Hardcover. Condición: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 2.25. Nº de ref. del artículo: G0805311963I4N00
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
Publicado por
Benjamin-Cummings Pub Co, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: ThriftBooks-Dallas, Dallas, TX, Estados Unidos de America
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Hardcover. Condición: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 2.25. Nº de ref. del artículo: G0805311963I3N00
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Artificial Intelligence : Structures and Strategies for Complex problem Solving
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Benjamin-Cummings Publishing Company, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: Better World Books, Mishawaka, IN, Estados Unidos de America
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Artificial Intelligence : Structures and Strategies for Complex problem Solving
Publicado por
Benjamin-Cummings Publishing Company, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
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Benjamin-Cummings Pub Co, 1997
ISBN 10: 0805311963
ISBN 13: 9780805311969
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Librería: WorldofBooks, Goring-By-Sea, WS, Reino Unido
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
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Hardcover. Condición: Very Good. Artificial Intelligence: Structures and Strategies for Complex Problem Solving This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. Nº de ref. del artículo: 7719-9780805311969
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
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Hardcover. Condición: Very Good. This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. Nº de ref. del artículo: 6545-9780805311969
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Artificial Intelligence: Structures and Strategies for Complex Problem Solving
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ISBN 10: 0805311963
ISBN 13: 9780805311969
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Hardcover. Condición: Good. No Jacket. First Edition. The front cover has a small gouge. The binding is tight. The pages are slightly warped at the top of the book where a pencil had been used as a book mark. The front flyleaf is stamped. The pages are clean and unmarked. Electronic delivery tracking will be issued free of charge. Nº de ref. del artículo: 09142
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