Design of Logic-Based Intelligent Systems - Couverture rigide

Truemper, Klaus

Couverture rigide

ISBN 10 : 0471484032 ISBN 13 : 9780471484035

Editeur : Wiley-Interscience, 2004

Synopsis

Book by Truemper Klaus

A propos du livre

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.

Revue de presse

" .both a handbook for the AI practitioner and a textbook foradvanced undergraduate and graduate courses on intelligentsystems." ( International Journal of General Systems, June2005)

" extremely well–written and insightful and haseducational benefits even for those not intending to use thematerial directly." (IIE Transactions–OperationsEngineering, March 2005)

" the book reads well and can be highly recommended."(Journal of Intelligent & Fuzzy Systems, Vol. 16, No. 3,2005)

" will greatly interest you and your advancedstudents a useful book." (Computing Reviews.com,February 16, 2005)

" extremely well written and insightful and has educationbenefits even for those not intending to use the materialdirectly." (IIE Transactions on Operations Engineering)

"Truemper offers definitive, state–of–the art coverage of thisarea." (CHOICE, November 2004)

" the author′s novel approach has something going for it,and that some good examples of intelligent reasoning can beachieved by fitting them into the author′s model." (ComputingReviews.com, August 2, 2004)

Détails de l'édition

• Éditeur: Wiley-Interscience
• Date d'édition: 2004
• ISBN 10: 0471484032
• ISBN 13: 9780471484035
• Reliure: Relié
• Langue: anglais
• Nombre de pages: 366