Principles of Abstract Interpretation

This book provides an introduction to the theory and practice of abstract interpretation, offering examples of applications to semantics, specification, verification, and static analysis of programming languages with emphasis on ...

Principles of Abstract Interpretation

Principles of Abstract Interpretation

Introduction to abstract interpretation, with examples of applications to the semantics, specification, verification, and static analysis of computer programs. Formal methods are mathematically rigorous techniques for the specification, development, manipulation, and verification of safe, robust, and secure software and hardware systems. Abstract interpretation is a unifying theory of formal methods that proposes a general methodology for proving the correctness of computing systems, based on their semantics. The concepts of abstract interpretation underlie such software tools as compilers, type systems, and security protocol analyzers. This book provides an introduction to the theory and practice of abstract interpretation, offering examples of applications to semantics, specification, verification, and static analysis of programming languages with emphasis on calculational design. The book covers all necessary computer science and mathematical concepts--including most of the logic, order, linear, fixpoint, and discrete mathematics frequently used in computer science--in separate chapters before they are used in the text. Each chapter offers exercises and selected solutions. Chapter topics include syntax, parsing, trace semantics, properties and their abstraction, fixpoints and their abstractions, reachability semantics, abstract domain and abstract interpreter, specification and verification, effective fixpoint approximation, relational static analysis, and symbolic static analysis. The main applications covered include program semantics, program specification and verification, program dynamic and static analysis of numerical properties and of such symbolic properties as dataflow analysis, software model checking, pointer analysis, dependency, and typing (both for forward and backward analysis), and their combinations. Principles of Abstract Interpretation is suitable for classroom use at the graduate level and as a reference for researchers and practitioners.

More Books:

Principles of Abstract Interpretation
Language: en
Pages: 832
Authors: Patrick Cousot
Categories: Computers
Type: BOOK - Published: 2021-09-21 - Publisher: MIT Press

Introduction to abstract interpretation, with examples of applications to the semantics, specification, verification, and static analysis of computer programs. Formal methods are mathematically rigorous techniques for the specification, development, manipulation, and verification of safe, robust, and secure software and hardware systems. Abstract interpretation is a unifying theory of formal methods
Principles of Abstract Interpretation
Language: en
Pages: 832
Authors: Patrick Cousot
Categories: Abstract data types (Computer science)
Type: BOOK - Published: 2021 - Publisher: MIT Press

"An introduction to the theory and practice of abstract interpretation, with applications to the semantics, specification, verification, and static analysis of computer programs"--
Principles of Program Analysis
Language: en
Pages: 452
Authors: Flemming Nielson, Hanne R. Nielson, Chris Hankin
Categories: Computers
Type: BOOK - Published: 2015-02-27 - Publisher: Springer

Program analysis utilizes static techniques for computing reliable information about the dynamic behavior of programs. Applications include compilers (for code improvement), software validation (for detecting errors) and transformations between data representation (for solving problems such as Y2K). This book is unique in providing an overview of the four major approaches
Principles of Program Analysis
Language: en
Pages: 452
Authors: Flemming Nielson, Hanne R. Nielson, Chris Hankin
Categories: Computers
Type: BOOK - Published: 2004-12-10 - Publisher: Springer Science & Business Media

Program analysis utilizes static techniques for computing reliable information about the dynamic behavior of programs. Applications include compilers (for code improvement), software validation (for detecting errors) and transformations between data representation (for solving problems such as Y2K). This book is unique in providing an overview of the four major approaches
Verification, Model Checking, and Abstract Interpretation
Language: en
Pages: 556
Authors: Roberto Giacobazzi, Josh Berdine, Isabella Mastroeni
Categories: Computers
Type: BOOK - Published: 2013-01-03 - Publisher: Springer

This book constitutes the refereed proceedings of the 14th International Conference on Verification, Model Checking, and Abstract Interpretation, VMCAI 2013, held in Rome, Italy, in January 2013, co-located with the Symposium on Principles of Programming Languages, POPL 2013. The 27 revised full papers presented were carefully reviewed and selected from

Popular All Time

The Subtle Art of Not Giving a F*ck
The Four Agreements
The Body Keeps the Score
The 48 Laws of Power
The Mountain Is You
Gut Health Hacks
12 Rules for Life
The Daily Laws
Journey of Souls
Peak Mind
Man's Search for Meaning
The Proper Care and Feeding of Husbands
Caves of Power
The Power of Now
101 Essays That Will Change the Way You Think
How Happiness Happens
The High 5 Habit
How To Win Friends & Influence People