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Abstract Domains in Constraint Programming

Abstract Domains in Constraint Programming
  • Author : Marie Pelleau
  • Publsiher : Elsevier
  • Release : 20 May 2015
  • ISBN : 0081004648
  • Pages : 176 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKAbstract Domains in Constraint Programming

Summary:
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


Abstract Domains in Constraint Programming

Abstract Domains in Constraint Programming
  • Author : Marie Pelleau
  • Publisher : Elsevier
  • Release : 20 May 2015
GET THIS BOOKAbstract Domains in Constraint Programming

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

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Abstract Domains in Constraint Programming

Abstract Domains in Constraint Programming
  • Author : Marie Pelleau
  • Publisher : Wiley-ISTE
  • Release : 09 November 2015
GET THIS BOOKAbstract Domains in Constraint Programming

This text describes the functions and methodology of abstract domains in constraint programming that apply to both integer and real variables. After a broad assessment of constraint programming, the book covers octagons abstract domain, abstract interpretation techniques, and the application of AbSolute to solve mixed problems and use relational domains. Constraint programming practitioners and students will gain a deeper understanding of solutions to multi-variable problems and their representations.

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Principles and Practice of Constraint Programming -- CP 2011

Principles and Practice of Constraint Programming -- CP 2011
  • Author : Jimmy Lee
  • Publisher : Springer
  • Release : 01 September 2011
GET THIS BOOKPrinciples and Practice of Constraint Programming -- CP 2011

This book constitutes the refereed proceedings of the 17th International Conference on Principles and Practice of Constraint Programming, CP 2011, held in Perugia, Italy, September 12-16, 2011. The 51 revised full papers and 7 short papers presented together with three invited talks were carefully reviewed and selected from 159 submissions. The papers are organized in topical sections on algorithms, environments, languages, models and systems, applications such as decision making, resource allocation and agreement technologies.

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Principles of Abstract Interpretation

Principles of Abstract Interpretation
  • Author : Patrick Cousot
  • Publisher : MIT Press
  • Release : 21 September 2021
GET THIS BOOKPrinciples 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

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Principles and Practice of Constraint Programming

Principles and Practice of Constraint Programming
  • Author : John Hooker
  • Publisher : Springer
  • Release : 22 August 2018
GET THIS BOOKPrinciples and Practice of Constraint Programming

This book constitutes the proceedings of the 24th International Conference on Principles and Practice of Constraint Programming, CP 2018, held in Lille, France, in August 2018.The 41 full and 9 short papers presented in this volume were carefully reviewed and selected from 114 submissions. They deal with all aspects of computing with constraints including theory, algorithms, environments, languages, models, systems, and applications such as decision making, resource allocation, scheduling, configuration, and planning. The papers were organized according to the following topics/tracks: main technical

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Integration of AI and OR Techniques in Constraint Programming

Integration of AI and OR Techniques in Constraint Programming
  • Author : Domenico Salvagnin,Michele Lombardi
  • Publisher : Springer
  • Release : 30 May 2017
GET THIS BOOKIntegration of AI and OR Techniques in Constraint Programming

This book constitutes the proceedings of the 14th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2017, held in Padua, Italy, in June 2017. The 32 full papers presented together with 6 abstracts were carefully reviewed and selected from numerous submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in the intersection of these fields and provides an opportunity for researchers

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Logic-Based Program Synthesis and Transformation

Logic-Based Program Synthesis and Transformation
  • Author : Annalisa Bossi
  • Publisher : Springer
  • Release : 30 December 2006
GET THIS BOOKLogic-Based Program Synthesis and Transformation

This volume contains the proceedings of the ninth international workshop on logic-based program synthesis and transformation (LOPSTR’99) which was held in Venice (Italy), September 22-24, 1999. LOPSTRistheannualworkshopandforumforresearchersinthelogic-based program development stream of computational logic. The main focus used to be on synthesis and transformation of logic programs, but the workshop is open to contributions on logic-based program development in any paradigm. Previous workshops were held in Manchester, UK (1991, 1992), Louvain-la-Neuve, B- gium (1993), Pisa, Italy (1994), Arnhem, The Netherlands (1995), Stockholm, Sweden (1996), Leuven, Belgium (1997), and Manchester,

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CG International ’90

CG International ’90
  • Author : Tat-Seng Chua,Tosiyasu L. Kunii
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKCG International ’90

In recent years, we have witnessed an increasing use of sophisticated graphics in designing and manufacturing complex architectural and engineering systems; in modeling, simulating and visualizing complicated physical processes; in generating, highly realistic images and animation; and, in most man-machine interfaces. These trends are made possible by the improvement in performance and the lowering of cost of hardware since the mid 1970s, and the continuing advances in many areas of computer graphics. The major advances in computer graphics include: greater

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Static Analysis

Static Analysis
  • Author : Bor-Yuh Evan Chang
  • Publisher : Springer Nature
  • Release : 05 October 2019
GET THIS BOOKStatic Analysis

This book constitutes the refereed proceedings of the 26th International Symposium on Static Analysis, SAS 2019, held in Porto, Portugal, in October 2019. The 20 regular papers presented in this book were carefully reviewed and selected from 50 submissions. The papers are grouped in topical sections on pointers and dataflow; languages and decidability; numerical; trends: assuring machine learning; synthesis and security; and temporal properties and termination.

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Formal Methods. FM 2019 International Workshops

Formal Methods. FM 2019 International Workshops
  • Author : Emil Sekerinski,Nelma Moreira,José N. Oliveira,Daniel Ratiu,Riccardo Guidotti,Marie Farrell,Matt Luckcuck,Diego Marmsoler,José Campos,Troy Astarte,Laure Gonnord,Antonio Cerone,Luis Couto,Brijesh Dongol,Martin Kutrib,Pedro Monteiro,David Delmas
  • Publisher : Springer Nature
  • Release : 10 August 2020
GET THIS BOOKFormal Methods. FM 2019 International Workshops

This book constitutes the refereed proceedings of the workshops which complemented the 23rd Symposium on Formal Methods, FM 2019, held in Porto, Portugal, in October 2019. This volume presents the papers that have been accepted for the following workshops: Third Workshop on Practical Formal Verification for Software Dependability, AFFORD 2019; 8th International Symposium From Data to Models and Back, DataMod 2019; First Formal Methods for Autonomous Systems Workshop, FMAS 2019; First Workshop on Formal Methods for Blockchains, FMBC 2019; 8th International Workshop on Formal Methods for

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Principles and Practice of Constraint Programming - CP 2002

Principles and Practice of Constraint Programming - CP 2002
  • Author : Pascal Van Hentenryck
  • Publisher : Springer
  • Release : 02 August 2003
GET THIS BOOKPrinciples and Practice of Constraint Programming - CP 2002

This book constitutes the refereed proceedings of the 8th International Conference on Principles and Practice of Constraint Programming, CP 2002, held in Ithaca, NY, USA in September 2002. The 38 revised full papers and 6 innovative application papers as well as the 14 short papers presented toghether with 25 abstracts from contributions to the doctoral program were carefully reviewed and selected from 146 submissions. All current issues in constraint processing are addressed, ranging from theoretical and foundational issues to application in various fields.

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
  • Author : Tobias Achterberg,J. Christopher Beck
  • Publisher : Springer
  • Release : 05 May 2011
GET THIS BOOKIntegration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

This book constitutes the refereed proceedings of the 8th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2011, held in Berlin, Germany, in May 2011. The 13 revised full papers and 7 revised short papers presented together with 3 invited lectures were carefully reviewed and selected from 35 submissions. The papers are focused on both theoretical and practical, application-oriented issues and present current research with a special focus on the integration and hybridization of the approaches of

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Logic for Programming, Artificial Intelligence, and Reasoning

Logic for Programming, Artificial Intelligence, and Reasoning
  • Author : Nikolaj Bjørner,Andrei Voronkov
  • Publisher : Springer Science & Business Media
  • Release : 24 February 2012
GET THIS BOOKLogic for Programming, Artificial Intelligence, and Reasoning

This book constitutes the proceedings of the 18th International Conference on Logic for Programming, Artificial Intelligence, and Reasoning, LPAR-18, held in Merida, Venezuela, in March 2012. The 25 regular papers and 6 tool descriptions and experimental papers presented were carefully reviewed and selected from 74 submissions. The series of International Conferences on Logic for Programming, Artificial Intelligence and Reasoning (LPAR) is a forum where, year after year, some of the most renowned researchers in the areas of logic, automated reasoning, computational logic, programming languages

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Principles and Practice of Constraint Programming - CP 2007

Principles and Practice of Constraint Programming - CP 2007
  • Author : Christian Bessiere
  • Publisher : Springer Science & Business Media
  • Release : 06 September 2007
GET THIS BOOKPrinciples and Practice of Constraint Programming - CP 2007

This book constitutes the refereed proceedings of the 13th International Conference on Principles and Practice of Constraint Programming, CP 2007. It contains 51 revised full papers and 14 revised short papers presented together with eight application papers and the abstracts of two invited lectures. All current issues of computing with constraints are addressed, ranging from methodological and foundational aspects to solving real-world problems in various application fields.

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems
  • Author : Laurent Perron,Michael A. Trick
  • Publisher : Springer Science & Business Media
  • Release : 08 May 2008
GET THIS BOOKIntegration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems

This book constitutes the refereed proceedings of the 5th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2008, held in Paris, France, in May 2008. The 18 revised long papers and 22 revised short papers presented together with 3 invited talks were carefully reviewed and selected from 130 submissions. The papers describe current research in the fields of constraint programming, artificial intelligence, and operations research to explore ways of solving large-scale, practical optimization problems through integration and

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