Antoni Ligeza

Logical Foundations for Rule-Based Systems (eBook, PDF)

• Format: PDF

Produktbeschreibung

The book presents logical foundations for rule-based systems, as seen by the Author. An attempt has been made to provide an in-depth discussion of logical and other aspects of such systems, including languages for knowledge representation, inference mechanisms, inference control, design and verification. The ultimate goal was to provide a deeper theoretical insight into the nature of rule-based systems and put together the most complete presentation including details so frequently skipped in typical textbooks. The main parts present material on: . logical foundations of rule-based systems (Part I); . principles of rule-based systems structures, knowledge representation languages, inference and inference control (Part II); . verification of formal properties of rule-based systems (Part III); . design methodology for efficient development of such systems (Part IV).

The book may be useful to potentially wide audience, but it is aimed at providing specific knowledge for graduate, post-graduate and Ph.D. students, as well as knowledge engineers and research workers involved in the domain of AI. It also constitutes a summary of the Author's research and experience gathered through several years of his research work.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 309
• Erscheinungstermin: 25. Januar 2006
• Englisch
• ISBN-13: 9783540324461
• Artikelnr.: 44131726

Inhaltsangabe

Logical Foundations of Rule-Based Systems.- Propositional Logic.- Predicate Calculus.- Attribute Logic.- Resolution.- Dual Resolution.- Principles of Rule-Based Systems.- Basic Structure of Rule-Based Systems.- Rule-Based Systems in Propositional Logic.- Rule-Based Systems in Attributive Logic.- Rule-Based Systems in First-Order Logic.- Inference Control in Rule-Based Systems.- Logic Programming and Prolog.- Verification of Rule-Based Systems.- Principles of Verification of Rule-Based Systems.- Analysis of Redundancy.- Analysis of Indeterminism and Inconsistency.- Reduction of Rule-Based Systems.- Analysis of Completeness.- Design of Rule-Based Systems.- An Introduction to Design of Rule-Based Systems.- Logical Foundations: the ?-Trees Based Approach.- Design of Tabular Rule-Based Systems with XTT.- Design Example: Thermostat.- Concluding Remarks.

Rezensionen

From the reviews of the second edition: "Rule-Based Systems (RBSs) constitute a powerful tool for specification of knowledge in design and implementation of knowledge-based systems ... . The aim of this book is to present RBSs from the logical perspective ... . The special feature of this book on RBSs is that ... the present RBS monograph follows a unitary line of formalism ... . The book is addressed to researchers, students and engineers interested in RBS technology ... a source of inspiration for knowledge engineering theory and practice." (Neculai Cureanu, Zentralblatt MATH, Vol. 1095 (21), 2006)