Principles of Abstract Interpretation

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Author :
Publisher : MIT Press
ISBN 13 : 0262044900
Total Pages : 833 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Principles of Abstract Interpretation by : Patrick Cousot

Download or read book Principles of Abstract Interpretation written by Patrick Cousot and published by MIT Press. This book was released on 2021-09-21 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Static Analysis

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Publisher : MIT Press
ISBN 13 : 0262043416
Total Pages : 315 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Introduction to Static Analysis by : Xavier Rival

Download or read book Introduction to Static Analysis written by Xavier Rival and published by MIT Press. This book was released on 2020-02-11 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained introduction to abstract interpretation–based static analysis, an essential resource for students, developers, and users. Static program analysis, or static analysis, aims to discover semantic properties of programs without running them. It plays an important role in all phases of development, including verification of specifications and programs, the synthesis of optimized code, and the refactoring and maintenance of software applications. This book offers a self-contained introduction to static analysis, covering the basics of both theoretical foundations and practical considerations in the use of static analysis tools. By offering a quick and comprehensive introduction for nonspecialists, the book fills a notable gap in the literature, which until now has consisted largely of scientific articles on advanced topics. The text covers the mathematical foundations of static analysis, including semantics, semantic abstraction, and computation of program invariants; more advanced notions and techniques, including techniques for enhancing the cost-accuracy balance of analysis and abstractions for advanced programming features and answering a wide range of semantic questions; and techniques for implementing and using static analysis tools. It begins with background information and an intuitive and informal introduction to the main static analysis principles and techniques. It then formalizes the scientific foundations of program analysis techniques, considers practical aspects of implementation, and presents more advanced applications. The book can be used as a textbook in advanced undergraduate and graduate courses in static analysis and program verification, and as a reference for users, developers, and experts.

Principles of Abstract Interpretation

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Author :
Publisher : MIT Press
ISBN 13 : 0262361523
Total Pages : 833 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Principles of Abstract Interpretation by : Patrick Cousot

Download or read book Principles of Abstract Interpretation written by Patrick Cousot and published by MIT Press. This book was released on 2021-09-21 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Principles of Program Analysis

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Author :
Publisher : Springer
ISBN 13 : 3662038110
Total Pages : 465 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Principles of Program Analysis by : Flemming Nielson

Download or read book Principles of Program Analysis written by Flemming Nielson and published by Springer. This book was released on 2015-02-27 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 to program analysis: data flow analysis, constraint-based analysis, abstract interpretation, and type and effect systems. The presentation illustrates the extensive similarities between the approaches, helping readers to choose the best one to utilize.

Abstract Domains in Constraint Programming

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Publisher : Elsevier
ISBN 13 : 0081004648
Total Pages : 177 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Abstract Domains in Constraint Programming by : Marie Pelleau

Download or read book Abstract Domains in Constraint Programming written by Marie Pelleau and published by Elsevier. This book was released on 2015-05-20 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint Programming aims at solving hard combinatorial problems, with a computation time increasing in practice exponentially. The methods are today efficient enough to solve large industrial problems, in a generic framework. However, solvers are dedicated to a single variable type: integer or real. Solving mixed problems relies on ad hoc transformations. In another field, Abstract Interpretation offers tools to prove program properties, by studying an abstraction of their concrete semantics, that is, the set of possible values of the variables during an execution. Various representations for these abstractions have been proposed. They are called abstract domains. Abstract domains can mix any type of variables, and even represent relations between the variables. In this work, we define abstract domains for Constraint Programming, so as to build a generic solving method, dealing with both integer and real variables. We also study the octagons abstract domain, already defined in Abstract Interpretation. Guiding the search by the octagonal relations, we obtain good results on a continuous benchmark. We also define our solving method using Abstract Interpretation techniques, in order to include existing abstract domains. Our solver, AbSolute, is able to solve mixed problems and use relational domains. - Exploits the over-approximation methods to integrate AI tools in the methods of CP - Exploits the relationships captured to solve continuous problems more effectively - Learn from the developers of a solver capable of handling practically all abstract domains

Principles of Model Checking

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Publisher : MIT Press
ISBN 13 : 0262304031
Total Pages : 994 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Principles of Model Checking by : Christel Baier

Download or read book Principles of Model Checking written by Christel Baier and published by MIT Press. This book was released on 2008-04-25 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to the foundations of model checking, a fully automated technique for finding flaws in hardware and software; with extensive examples and both practical and theoretical exercises. Our growing dependence on increasingly complex computer and software systems necessitates the development of formalisms, techniques, and tools for assessing functional properties of these systems. One such technique that has emerged in the last twenty years is model checking, which systematically (and automatically) checks whether a model of a given system satisfies a desired property such as deadlock freedom, invariants, and request-response properties. This automated technique for verification and debugging has developed into a mature and widely used approach with many applications. Principles of Model Checking offers a comprehensive introduction to model checking that is not only a text suitable for classroom use but also a valuable reference for researchers and practitioners in the field. The book begins with the basic principles for modeling concurrent and communicating systems, introduces different classes of properties (including safety and liveness), presents the notion of fairness, and provides automata-based algorithms for these properties. It introduces the temporal logics LTL and CTL, compares them, and covers algorithms for verifying these logics, discussing real-time systems as well as systems subject to random phenomena. Separate chapters treat such efficiency-improving techniques as abstraction and symbolic manipulation. The book includes an extensive set of examples (most of which run through several chapters) and a complete set of basic results accompanied by detailed proofs. Each chapter concludes with a summary, bibliographic notes, and an extensive list of exercises of both practical and theoretical nature.

Data Flow Analysis

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Author :
Publisher : CRC Press
ISBN 13 : 0849332516
Total Pages : 395 pages
Book Rating : 4.8/5 (493 download)

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Book Synopsis Data Flow Analysis by : Uday Khedker

Download or read book Data Flow Analysis written by Uday Khedker and published by CRC Press. This book was released on 2017-12-19 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data flow analysis is used to discover information for a wide variety of useful applications, ranging from compiler optimizations to software engineering and verification. Modern compilers apply it to produce performance-maximizing code, and software engineers use it to re-engineer or reverse engineer programs and verify the integrity of their programs. Supplementary Online Materials to Strengthen Understanding Unlike most comparable books, many of which are limited to bit vector frameworks and classical constant propagation, Data Flow Analysis: Theory and Practice offers comprehensive coverage of both classical and contemporary data flow analysis. It prepares foundations useful for both researchers and students in the field by standardizing and unifying various existing research, concepts, and notations. It also presents mathematical foundations of data flow analysis and includes study of data flow analysis implantation through use of the GNU Compiler Collection (GCC). Divided into three parts, this unique text combines discussions of inter- and intraprocedural analysis and then describes implementation of a generic data flow analyzer (gdfa) for bit vector frameworks in GCC. Through the inclusion of case studies and examples to reinforce material, this text equips readers with a combination of mutually supportive theory and practice, and they will be able to access the author’s accompanying Web page. Here they can experiment with the analyses described in the book, and can make use of updated features, including: Slides used in the authors’ courses The source of the generic data flow analyzer (gdfa) An errata that features errors as they are discovered Additional updated relevant material discovered in the course of research

Programming Languages and Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540254358
Total Pages : 451 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Programming Languages and Systems by : Mooly Sagiv

Download or read book Programming Languages and Systems written by Mooly Sagiv and published by Springer Science & Business Media. This book was released on 2005-03-23 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th European Symposium on Programming, ESOP 2005, held in Edinburgh, UK in April 2005 as part of ETAPS. The 28 revised full papers presented with the extended abstract of an invited paper were carefully reviewed and selected from 14 submissions. The papers deal with a broad variety of current issues in the specification, analysis, and implementation of programming languages and systems.

Formal Verification of Object-Oriented Software

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Publisher : Springer
ISBN 13 : 3642180701
Total Pages : 207 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Formal Verification of Object-Oriented Software by : Bernhard Beckert

Download or read book Formal Verification of Object-Oriented Software written by Bernhard Beckert and published by Springer. This book was released on 2011-01-18 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the thoroughly refereed post-conference proceedings of the International Conference on Formal Verification of Object-Oriented Software, FoVeOOS 2010, held in Paris, France, in June 2010 - organised by COST Action IC0701. The 11 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 21 submissions. Formal software verification has outgrown the area of academic case studies, and industry is showing serious interest. The logical next goal is the verification of industrial software products. Most programming languages used in industrial practice are object-oriented, e.g. Java, C++, or C#. FoVeOOS 2010 aimed to foster collaboration and interactions among researchers in this area.

The Group Mind

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Publisher : BoD – Books on Demand
ISBN 13 : 3752416807
Total Pages : 270 pages
Book Rating : 4.7/5 (524 download)

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Book Synopsis The Group Mind by : William McDougall

Download or read book The Group Mind written by William McDougall and published by BoD – Books on Demand. This book was released on 2020-08-05 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reproduction of the original: The Group Mind by William McDougall

Foundations of Probabilistic Programming

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Publisher : Cambridge University Press
ISBN 13 : 110848851X
Total Pages : 583 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Foundations of Probabilistic Programming by : Gilles Barthe

Download or read book Foundations of Probabilistic Programming written by Gilles Barthe and published by Cambridge University Press. This book was released on 2020-12-03 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

Principles of Rorschach Interpretation

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Publisher : Routledge
ISBN 13 : 1135634491
Total Pages : 545 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Principles of Rorschach Interpretation by : Irving B. Weiner

Download or read book Principles of Rorschach Interpretation written by Irving B. Weiner and published by Routledge. This book was released on 2003-07-18 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: This second edition of Irving Weiner's classic comprehensive, clinician-friendly guide to utilizing the Rorschach for personality description has been revised to reflect both recent modifications in the Rorschach Comprehensive System and new evidence concerning the soundness and utility of Rorschach assessment. It integrates the basic ingredients of structural, thematic, behavioral, and sequence analysis strategies into systematic guidelines for describing personality functioning. It is divided into three parts. Part I concerns basic considerations in Rorschach testing and deals with conceptual and empirical foundations of the inkblot method and with critical issues in formulating and justifying Rorschach inferences. Part II is concerned with elements of interpretation that contribute to thorough utilization of data in a Rorschach protocol: the Comprehensive System search strategy; the complementary roles of projection and card pull in determining response characteristics; and the interpretive significance of structural variables, content themes, test behaviors, and the sequence in which various response characteristics occur. Each of the chapters presents and illustrates detailed guidelines for translating Rorschach findings into descriptions of structural and dynamic aspects of personality functioning. The discussion throughout emphasizes the implications of Rorschach data for personality assets and liabilities, with specific respect to adaptive and maladaptive features of the manner in which people attend to their experience, use ideation, modulate affect, manage stress, view themselves, and relate to others. Part III presents 10 case illustrations of how the interpretive principles delineated in Part II can be used to identify assets and liabilities in personality functioning and apply this information in clinical practice. These cases represent persons from diverse demographic backgrounds and demonstrate a broad range of personality styles and clinical issues. Discussion of these cases touches on numerous critical concerns in arriving at different diagnoses, formulating treatment plans, and elucidating structural and dynamic determinants of behavior.

Treaty Interpretation

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Publisher : Oxford University Press, USA
ISBN 13 : 0199669236
Total Pages : 577 pages
Book Rating : 4.1/5 (996 download)

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Book Synopsis Treaty Interpretation by : Richard K. Gardiner

Download or read book Treaty Interpretation written by Richard K. Gardiner and published by Oxford University Press, USA. This book was released on 2015 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rules of treaty interpretation codified in the 'Vienna Convention on the Law of Treaties' now apply to virtually all treaties, in an international context as well as within national legal systems, where treaties have an impact on a large and growing range of matters. The rules of treaty interpretation differ somewhat from typical rules for interpreting legal instruments and legislation within national legal systems. Lawyers, administrators, diplomats, and officials at international organisations are increasingly likely to encounter issues of treaty interpretation which require not only knowledge of the relevant rules of interpretation, but also how these rules have been, and are to be, applied in practice. Since the codified rules of treaty interpretation came into decree, there is a considerable body of case-law on their application. This case-law, combined with the history and analysis of the rules of treaty interpretation, provides a basis for understanding this most important task in the application of treaties internationally and within national systems of law. Any lawyer who ever has to consider international matters, and increasingly any lawyer whose work involves domestic legislation with any international connection, is at risk nowadays of encountering a treaty provision which requires interpretation, whether the treaty provision is explicitly in issue or is the source of the relevant domestic legislation. This fully updated new edition features case law from a broader range of jurisdictions, and an account of the work of the International Law Commission in its relation to interpretative declarations. This book provides a guide to interpreting treaties properly in accordance with the modern rules.

Verification, Model Checking, and Abstract Interpretation

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Publisher : Springer Science & Business Media
ISBN 13 : 3540938990
Total Pages : 392 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Verification, Model Checking, and Abstract Interpretation by : Neil D. Jones

Download or read book Verification, Model Checking, and Abstract Interpretation written by Neil D. Jones and published by Springer Science & Business Media. This book was released on 2009-02-13 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book constitutes the refereed proceedings of the 10th International Conference on Verification, Model Checking, and Abstract Interpretation, VMCAI 2009, held in Savannah, GA, USA, in January 2009 - co-located with POPL 2009, the 36th Annual Symposium on Principles of Programming Languages. The 24 revised full papers presented together with 3 invited talks and 2 invited tutorials were carefully reviewed and selected from 72 submissions. The papers address all current issues from the communities of verification, model checking, and abstract interpretation, facilitating interaction, cross-fertilization, and advancement of hybrid methods that combine the three areas.

Interpretation in Jungian Analysis

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Publisher : Routledge
ISBN 13 : 1351674285
Total Pages : 364 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Interpretation in Jungian Analysis by : Mark Winborn

Download or read book Interpretation in Jungian Analysis written by Mark Winborn and published by Routledge. This book was released on 2018-07-26 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: An American Board & Academy of Psychoanalysis Book Prize Finalist 2019! Analytic interpretation is fundamental to the process of psychoanalysis, Jungian analysis, and psychoanalytic psychotherapy. Interpretation is the medium by which the psychoanalytic art form is transmitted. What one chooses to say in analysis, why one chooses it, how one says it, when one says it; these are the building blocks of the interpretive process and the focus of Interpretation in Jungian Analysis: Art and Technique. This volume is the first of its kind in the literature of analytical psychology. Until now, the process of interpretation has been addressed only briefly in general Jungian texts. Interpretation in Jungian Analysis provides an in-depth exploration of the process, including the history of analytic technique, the role of language in analytic therapy, the poetics and metaphor of interpretation, and the relationship between interpretation and the analytic attitude. In addition, the steps involved with the creation of clear, meaningful, and transformative interpretations are plainly outlined. Throughout the book, clinical examples and reader exercises are provided to deepen the learning experience. The influence of the Jungian perspective on the interpretative process is outlined, as are the use of analytic reverie and confrontation during the analytic process. In addition to the historical, technical, and theoretic aspects of interpretation, this book also focuses on the artistic and creative elements that are often overlooked in the interpretive process. Ultimately, cultivating fluidity within the interpretive process is essential to engaging the depth and complexity of the psyche. Interpretation in Jungian Analysis will be of great interest to psychoanalysts and psychotherapists of all theoretical orientations and will be essential reading for students of analytical psychology.

Variational Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3642024319
Total Pages : 747 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Variational Analysis by : R. Tyrrell Rockafellar

Download or read book Variational Analysis written by R. Tyrrell Rockafellar and published by Springer Science & Business Media. This book was released on 2009-06-26 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: From its origins in the minimization of integral functionals, the notion of variations has evolved greatly in connection with applications in optimization, equilibrium, and control. This book develops a unified framework and provides a detailed exposition of variational geometry and subdifferential calculus in their current forms beyond classical and convex analysis. Also covered are set-convergence, set-valued mappings, epi-convergence, duality, and normal integrands.

The Definition of Standard ML

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Publisher : MIT Press
ISBN 13 : 9780262631815
Total Pages : 132 pages
Book Rating : 4.6/5 (318 download)

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Book Synopsis The Definition of Standard ML by : Robin Milner

Download or read book The Definition of Standard ML written by Robin Milner and published by MIT Press. This book was released on 1997 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software -- Programming Languages.