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The authors introduce the basic terminology of SAT, Satisfiability Modulo Theories (SMT) and the DPLL(T) framework. Then, in separate chapters, they study decision procedures for propositional logic; equalities and uninterpreted functions; linear arithmetic; bit vectors; arrays; pointer logic; and quantified formulas. They also study the problem of deciding combined theories based on the Nelson-Oppen procedure.
Thefirst edition of this book was adopted as a textbook in courses worldwide. It was published in 2008 and the field now called SMT was then in its infancy, without the standard terminology and canonic algorithms it has now; this second edition reflects these changes. It brings forward the DPLL(T) framework. It also expands the SAT chapter with modern SAT heuristics, and includes a new section about incremental satisfiability, and the related Constraints Satisfaction Problem (CSP). The chapter about quantifiers was expanded with a new section about general quantification using E-matching and a section about Effectively Propositional Reasoning (EPR). The book also includes a new chapter on the application of SMT in industrial software engineering and in computational biology, coauthored by Nikolaj Bjørner and Leonardo de Moura, and Hillel Kugler, respectively.
Each chapter includes a detailed bibliography and exercises. Lecturers¿ slides and a C++ library for rapid prototyping of decision procedures are available from the authors¿ website.
The authors introduce the basic terminology of SAT, Satisfiability Modulo Theories (SMT) and the DPLL(T) framework. Then, in separate chapters, they study decision procedures for propositional logic; equalities and uninterpreted functions; linear arithmetic; bit vectors; arrays; pointer logic; and quantified formulas. They also study the problem of deciding combined theories based on the Nelson-Oppen procedure.
Thefirst edition of this book was adopted as a textbook in courses worldwide. It was published in 2008 and the field now called SMT was then in its infancy, without the standard terminology and canonic algorithms it has now; this second edition reflects these changes. It brings forward the DPLL(T) framework. It also expands the SAT chapter with modern SAT heuristics, and includes a new section about incremental satisfiability, and the related Constraints Satisfaction Problem (CSP). The chapter about quantifiers was expanded with a new section about general quantification using E-matching and a section about Effectively Propositional Reasoning (EPR). The book also includes a new chapter on the application of SMT in industrial software engineering and in computational biology, coauthored by Nikolaj Bjørner and Leonardo de Moura, and Hillel Kugler, respectively.
Each chapter includes a detailed bibliography and exercises. Lecturers¿ slides and a C++ library for rapid prototyping of decision procedures are available from the authors¿ website.
New edition of successful textbook
Authors have expanded the chapter on propositional encodings, added further modern SAT heuristics, and added a chapter on the application of SMT for software engineering in industry
Suitable for advanced undergraduate and graduate students and researchers in theoretical computer science and software engineering
Includes supplementary material: [...]
Introduction and Basic Concepts.- Decision Procedures for Propositional Logic.- From Propositional to Quantifier-Free Theories.- Equalities and Uninterpreted Functions.- Linear Arithmetic.- Bit Vectors.- Arrays.- Pointer Logic.- Quantified Formulas.- Deciding a Combination of Theories.- Propositional Encodings.- Applications in Software Engineering.- SMT-LIB 2.0: A Brief Tutorial.- A C++ Library for Developing Decision Procedures.
Erscheinungsjahr: | 2018 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Reihe: | Texts in Theoretical Computer Science. An EATCS Series |
Inhalt: |
xxi
356 S. 59 s/w Illustr. 5 farbige Illustr. 356 p. 64 illus. 5 illus. in color. |
ISBN-13: | 9783662570654 |
ISBN-10: | 3662570653 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Strichman, Ofer
Kroening, Daniel |
Auflage: | Softcover reprint of the original 2nd ed. 2016 |
Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Texts in Theoretical Computer Science. An EATCS Series |
Maße: | 235 x 155 x 21 mm |
Von/Mit: | Ofer Strichman (u. a.) |
Erscheinungsdatum: | 13.07.2018 |
Gewicht: | 0,575 kg |
New edition of successful textbook
Authors have expanded the chapter on propositional encodings, added further modern SAT heuristics, and added a chapter on the application of SMT for software engineering in industry
Suitable for advanced undergraduate and graduate students and researchers in theoretical computer science and software engineering
Includes supplementary material: [...]
Introduction and Basic Concepts.- Decision Procedures for Propositional Logic.- From Propositional to Quantifier-Free Theories.- Equalities and Uninterpreted Functions.- Linear Arithmetic.- Bit Vectors.- Arrays.- Pointer Logic.- Quantified Formulas.- Deciding a Combination of Theories.- Propositional Encodings.- Applications in Software Engineering.- SMT-LIB 2.0: A Brief Tutorial.- A C++ Library for Developing Decision Procedures.
Erscheinungsjahr: | 2018 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Reihe: | Texts in Theoretical Computer Science. An EATCS Series |
Inhalt: |
xxi
356 S. 59 s/w Illustr. 5 farbige Illustr. 356 p. 64 illus. 5 illus. in color. |
ISBN-13: | 9783662570654 |
ISBN-10: | 3662570653 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Strichman, Ofer
Kroening, Daniel |
Auflage: | Softcover reprint of the original 2nd ed. 2016 |
Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Texts in Theoretical Computer Science. An EATCS Series |
Maße: | 235 x 155 x 21 mm |
Von/Mit: | Ofer Strichman (u. a.) |
Erscheinungsdatum: | 13.07.2018 |
Gewicht: | 0,575 kg |