Design of Logic-based Intelligent Systems (Hardcover)

Klaus Truemper

ISBN 10: 0471484032 / ISBN 13: 9780471484035

Edité par John Wiley & Sons Inc, New York, 2004

A propos de cet article

Hardcover. Principles for constructing intelligent systems Design of Logic-based Intelligent Systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Current Artificial Intelligence (AI) approaches rely on various constructs and methods (production rules, neural nets, support vector machines, fuzzy logic, Bayesian networks, etc.). In contrast, this book uses an extension of propositional logic that treats all aspects of intelligent systems in a unified and mathematically compatible manner. Topics include: * Levels of thinking and logic * Special cases: expert systems and intelligent agents * Formulating and solving logic systems * Reasoning under uncertainty * Learning logic formulas from data * Nonmonotonic and incomplete reasoning * Question-and-answer processes * Intelligent systems that construct intelligent systems Design of Logic-based Intelligent Systems is both a handbook for the AI practitioner and a textbook for advanced undergraduate and graduate courses on intelligent systems. Included are more than forty algorithms, and numerous examples and exercises. The purchaser of the book may obtain an accompanying software package (Leibniz System) free of charge via the internet at leibnizsystem.com. Principles for constructing intelligent systems Design of Logic-based Intelligent Systems develops principles and methods for constructing intelligent systems for complex tasks that are readily done by humans but are difficult for machines. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. N° de réf. du vendeur 9780471484035

Détails bibliographiques

Titre : Design of Logic-based Intelligent Systems (...

Éditeur : John Wiley & Sons Inc, New York

Date d'édition : 2004

Reliure : Hardcover

Etat : new

Edition : Edition originale

A propos de ce titre

Synopsis :

Book by Truemper Klaus

Quatrième de couverture:

Principles for constructing intelligent systems

Design of Logic–based Intelligent Systems developsprinciples and methods for constructing intelligent systems forcomplex tasks that are readily done by humans but are difficult formachines. Current Artificial Intelligence (AI) approaches rely onvarious constructs and methods (production rules, neural nets,support vector machines, fuzzy logic, Bayesian networks, etc.). Incontrast, this book uses an extension of propositional logic thattreats all aspects of intelligent systems in a unified andmathematically compatible manner.

Topics include:

• Levels of thinking and logic
• Special cases: expert systems and intelligent agents
• Formulating and solving logic systems
• Reasoning under uncertainty
• Learning logic formulas from data
• Nonmonotonic and incomplete reasoning
• Question–and–answer processes
• Intelligent systems that construct intelligent systems

Design of Logic–based Intelligent Systems is both ahandbook for the AI practitioner and a textbook for advancedundergraduate and graduate courses on intelligent systems. Includedare more than forty algorithms, and numerous examples andexercises. The purchaser of the book may obtain an accompanyingsoftware package (Leibniz System) free of charge via the internetat leibnizsystem.com.