Abstract Domains in Constraint Programming

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Publisher : Elsevier
ISBN 13 : 0081004648
Total Pages : 176 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 176 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

Constraint Programming: Basics and Trends

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Publisher : Boom Koninklijke Uitgevers
ISBN 13 : 9783540591559
Total Pages : 340 pages
Book Rating : 4.5/5 (915 download)

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Book Synopsis Constraint Programming: Basics and Trends by : Andreas Podelski

Download or read book Constraint Programming: Basics and Trends written by Andreas Podelski and published by Boom Koninklijke Uitgevers. This book was released on 1995-03-20 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quality assurance and accreditation in analytical chemistry laboratories is an important issue on the national and international scale. The book presents currently used methods to assure the quality of analytical results and it describes accreditation procedures for the mutual recognition of these results. The book describes in detail the accreditation systems in 13 European countries and the present situation in the United States of America. The editor also places high value on accreditation and certification practice and on the relevant legislation in Europe. The appendix lists invaluable information on important European accreditation organizations.

Constraint Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3642859836
Total Pages : 460 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Constraint Programming by : Brian Mayoh

Download or read book Constraint Programming written by Brian Mayoh and published by Springer Science & Business Media. This book was released on 2013-11-21 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint programming is like an octopus spreading its tentacles into databases, operations research, artificial intelligence, and many other areas. The concept of constraint programming was introduced in artificial intelligence and graphics in the 1960s and 1970s. Now the related techniques are used and studied in many fields of computing. Different aspects of constraint processing are investigated in theoretical computer science, logic programming, knowledge representation, operations research, and related application domains. Constraint programming has been included in the lists of related topics of many conferences. Nevertheless, only in 1993 were the first forums held, devoted as a whole to this field of knowledge. These were the First Workshop on Principles and Practice of Constraint Programming (PPCP'93) which was held in Newport, Rhode Island, USA, April 28-30, the International Workshop on Constraint Processing (at CSAM'93) held in St. Petersburg, Russia, July 20-21, and the NATO Advanced Study Institute (NATO AS!) on Constraint Programming held in Parnu, Estonia, August 13-24. NATO A Sis are aimed to be schools bringing together leading researchers and practitioners from industry and academia in some area of knowledge to provide a concise picture of the work done and results obtained by different groups. This is intended for dissemination of advanced knowledge not yet taught regularly in of new topics university. However, ASis must also encourage the introduction into university curricula as well as foster international scientific contacts.

ERCIM/CologNet 2002

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Publisher : Springer Science & Business Media
ISBN 13 : 3540009868
Total Pages : 209 pages
Book Rating : 4.5/5 (4 download)

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Book Synopsis ERCIM/CologNet 2002 by : Barry O'Sullivan

Download or read book ERCIM/CologNet 2002 written by Barry O'Sullivan and published by Springer Science & Business Media. This book was released on 2003-04-07 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the Joint ERCIM/CologNet International Workshop on Constraint Solving and Constraint Logic Programming, held in Cork, Ireland in June 2002. The 14 revised full papers presented were carefully selected for inclusion in the book during two rounds of reviewing and revision. Among the topics addressed are verification and debugging of constraint logic programs, modeling and solving CSPs, explanation generation, inference and inconsistency processing, SAT and 0/1 encodings of CSPs, soft constraints and constraint relaxation, real-world applications, and distributed constraint solving.

Principles and Practice of Constraint Programming - CP '95

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540602996
Total Pages : 676 pages
Book Rating : 4.6/5 (29 download)

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Book Synopsis Principles and Practice of Constraint Programming - CP '95 by : Ugo Montanari

Download or read book Principles and Practice of Constraint Programming - CP '95 written by Ugo Montanari and published by Springer Science & Business Media. This book was released on 1995-09-06 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on Principles and Practice of Constraint Programming, CP '95, held in Cassis near Marseille, France in September 1995. The 33 refereed full papers included were selected out of 108 submissions and constitute the main part of the book; in addition there is a 60-page documentation of the four invited papers and a section presenting industrial reports. Thus besides having a very strong research component, the volume will be attractive for practitioners. The papers are organized in sections on efficient constraint handling, constraint logic programming, concurrent constraint programming, computational logic, applications, and operations research.

Constraint Processing

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540594796
Total Pages : 300 pages
Book Rating : 4.5/5 (947 download)

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Book Synopsis Constraint Processing by : Manfred Meyer

Download or read book Constraint Processing written by Manfred Meyer and published by Springer Science & Business Media. This book was released on 1995-06-20 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 15 thoroughly refereed full research papers selected from the presentations given during two workshops on constraint processing; these workshops were held in conjunction with the International Congress on Computer Systems and Applied Mathematics (St. Petersburg, Russia, July 1993) and the European Conference on Artificial Intelligence (Amsterdam, The Netherlands, August 1994). This volume essentially contributes to integrating the different approaches to the young and very active field of constraint processing by offering papers from logic programming, knowledge representation, expert systems, theoretical computer science, operations research, and other fields. Among contributions are two surveys, by Podelski and van Roy and by Freuder.

Principles and Practice of Constraint Programming - CP 2012

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Publisher : Springer
ISBN 13 : 3642335586
Total Pages : 1015 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Principles and Practice of Constraint Programming - CP 2012 by : Michela Milano

Download or read book Principles and Practice of Constraint Programming - CP 2012 written by Michela Milano and published by Springer. This book was released on 2012-10-03 with total page 1015 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 18th International Conference on Principles and Practice of Constraint Programming (CP 2012), held in Québec, Canada, in October 2012. The 68 revised full papers were carefully selected from 186 submissions. Beside the technical program, the conference featured two special tracks. The former was the traditional application track, which focused on industrial and academic uses of constraint technology and its comparison and integration with other optimization techniques (MIP, local search, SAT, etc.) The second track, featured for the first time in 2012, concentrated on multidisciplinary papers: cross-cutting methodology and challenging applications collecting papers that link CP technology with other techniques like machine learning, data mining, game theory, simulation, knowledge compilation, visualization, control theory, and robotics. In addition, the track focused on challenging application fields with a high social impact such as CP for life sciences, sustainability, energy efficiency, web, social sciences, finance, and verification.

Static Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 3540227911
Total Pages : 403 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Static Analysis by : Roberto Giacobazzi

Download or read book Static Analysis written by Roberto Giacobazzi and published by Springer Science & Business Media. This book was released on 2004-08-17 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Symposium on Static Analysis, SAS 2004, held in Verona, Italy in August 2004. The 23 revised full papers presented with an invited paper and abstracts of 3 invited talks were carefully reviewed and selected from 63 submissions. The papers are organized in topical sections on program and systems verification, security and safety, pointer analysis, abstract interpretation and algorithms, shape analysis, abstract domain and data structures, shape analysis and logic, and termination analysis.

Semirings for Soft Constraint Solving and Programming

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Publisher : Springer
ISBN 13 : 3540259252
Total Pages : 292 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Semirings for Soft Constraint Solving and Programming by : Stefano Bistarelli

Download or read book Semirings for Soft Constraint Solving and Programming written by Stefano Bistarelli and published by Springer. This book was released on 2004-07-16 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint satisfaction and constraint programming have shown to be very simple but powerful ideas, with applications in various areas. Still, in the last ten years, the simple notion of constraints has shown some deficiencies concerning both theory and practice, typically in the way over-constrained problems and preferences are treated. For this reason, the notion of soft constraints has been introduced with semiring-based soft constraints and valued constraints being the two main general frameworks. This book includes formal definitions and properties of semiring-based soft constraints, as well as their use within constraint logic programming and concurrent constraint programming. Moreover, the author shows how to adapt existing notions and techniques such as abstraction and interchangeability to the soft constraint framework and it is demonstrated how soft constraints can be used in some application areas, such as security. Overall, this book is a great starting point for anyone interested in understanding the basics of semiring-based soft constraints.

Analysis and Visualization Tools for Constraint Programming

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Publisher : Springer
ISBN 13 : 3540400168
Total Pages : 370 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Analysis and Visualization Tools for Constraint Programming by : Pierre Deransart

Download or read book Analysis and Visualization Tools for Constraint Programming written by Pierre Deransart and published by Springer. This book was released on 2006-12-31 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coordinating production across a supply chain, designing a new VLSI chip, allocating classrooms or scheduling maintenance crews at an airport are just a few examples of complex (combinatorial) problems that can be modeled as a set of decision variables whose values are subject to a set of constraints. The decision variables may be the time when production of a particular lot will start or the plane that a maintenance crew will be working on at a given time. Constraints may range from the number of students you can ?t in a given classroom to the time it takes to transfer a lot from one plant to another.Despiteadvancesincomputingpower,manyformsoftheseandother combinatorial problems have continued to defy conventional programming approaches. Constraint Logic Programming (CLP) ?rst emerged in the mid-eighties as a programming technique with the potential of signi?cantly reducing the time it takes to develop practical solutions to many of these problems, by combining the expressiveness of languages such as Prolog with the compu- tional power of constrained search. While the roots of CLP can be traced to Monash University in Australia, it is without any doubt in Europe that this new software technology has gained the most prominence, bene?ting, among other things, from sustained funding from both industry and public R&D programs over the past dozen years. These investments have already paid o?, resulting in a number of popular commercial solutions as well as the creation of several successful European startups.

Handbook of Constraint Programming

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Publisher : Elsevier
ISBN 13 : 9780080463803
Total Pages : 978 pages
Book Rating : 4.4/5 (638 download)

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Book Synopsis Handbook of Constraint Programming by : Francesca Rossi

Download or read book Handbook of Constraint Programming written by Francesca Rossi and published by Elsevier. This book was released on 2006-08-18 with total page 978 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint programming is a powerful paradigm for solving combinatorial search problems that draws on a wide range of techniques from artificial intelligence, computer science, databases, programming languages, and operations research. Constraint programming is currently applied with success to many domains, such as scheduling, planning, vehicle routing, configuration, networks, and bioinformatics. The aim of this handbook is to capture the full breadth and depth of the constraint programming field and to be encyclopedic in its scope and coverage. While there are several excellent books on constraint programming, such books necessarily focus on the main notions and techniques and cannot cover also extensions, applications, and languages. The handbook gives a reasonably complete coverage of all these lines of work, based on constraint programming, so that a reader can have a rather precise idea of the whole field and its potential. Of course each line of work is dealt with in a survey-like style, where some details may be neglected in favor of coverage. However, the extensive bibliography of each chapter will help the interested readers to find suitable sources for the missing details. Each chapter of the handbook is intended to be a self-contained survey of a topic, and is written by one or more authors who are leading researchers in the area. The intended audience of the handbook is researchers, graduate students, higher-year undergraduates and practitioners who wish to learn about the state-of-the-art in constraint programming. No prior knowledge about the field is necessary to be able to read the chapters and gather useful knowledge. Researchers from other fields should find in this handbook an effective way to learn about constraint programming and to possibly use some of the constraint programming concepts and techniques in their work, thus providing a means for a fruitful cross-fertilization among different research areas. The handbook is organized in two parts. The first part covers the basic foundations of constraint programming, including the history, the notion of constraint propagation, basic search methods, global constraints, tractability and computational complexity, and important issues in modeling a problem as a constraint problem. The second part covers constraint languages and solver, several useful extensions to the basic framework (such as interval constraints, structured domains, and distributed CSPs), and successful application areas for constraint programming. - Covers the whole field of constraint programming - Survey-style chapters - Five chapters on applications

Verification, Model Checking, and Abstract Interpretation

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Publisher : Springer
ISBN 13 : 364235873X
Total Pages : 556 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Verification, Model Checking, and Abstract Interpretation by : Roberto Giacobazzi

Download or read book Verification, Model Checking, and Abstract Interpretation written by Roberto Giacobazzi and published by Springer. This book was released on 2013-01-03 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 72 submissions. The papers cover a wide range of topics including program verification, model checking, abstract interpretation and abstract domains, program synthesis, static analysis, type system, deductive methods, program certification, debugging techniques, program transformation, optimization, hybrid and cyber-physical systems.

Principles and Practice of Constraint Programming - CP 2001

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Publisher : Springer
ISBN 13 : 3540455787
Total Pages : 794 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Principles and Practice of Constraint Programming - CP 2001 by : Toby Walsh

Download or read book Principles and Practice of Constraint Programming - CP 2001 written by Toby Walsh and published by Springer. This book was released on 2003-06-30 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Principles and Practice of Constraint Programming, CP 2001, held in Paphos, Cyprus, in November/December 2001. The 37 revised full papers, 9 innovative applications presentations, and 14 short papers presented were carefully reviewed and selected from a total of 135 submissions. All current issues in constraint processing are addressed, ranging from theoretical and foundational issues to advanced and innovative applications in a variety of fields.

Principles and Practice of Constraint Programming -- CP 2011

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Publisher : Springer
ISBN 13 : 364223786X
Total Pages : 854 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Principles and Practice of Constraint Programming -- CP 2011 by : Jimmy Lee

Download or read book Principles and Practice of Constraint Programming -- CP 2011 written by Jimmy Lee and published by Springer. This book was released on 2011-09-01 with total page 854 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Principles and Practice of Constraint Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540586012
Total Pages : 382 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Principles and Practice of Constraint Programming by : Alan H. Borning

Download or read book Principles and Practice of Constraint Programming written by Alan H. Borning and published by Springer Science & Business Media. This book was released on 1994-10-12 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the proceedings of the Second International Workshop on the Principles and Practice of Constraint Programming, held at Rosario, Orcas Island, Washington, USA in May 1994 in cooperation with AAAI and ALP. The volume contains 27 full revised papers selected from 87 submissions as well as a summary of a panel session on commercial applications of constraint programming. The contributions cover a broad range of topics including constraint programming languages, algorithms for constraint satisfaction and entailment, and constraints and their relation to fields such as artificial intelligence, databases, operations research, problem solving, and user interfaces.

Principles and Practice of Constraint Programming

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Publisher : Springer
ISBN 13 : 3540859586
Total Pages : 648 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Principles and Practice of Constraint Programming by : Peter J. Stuckey

Download or read book Principles and Practice of Constraint Programming written by Peter J. Stuckey and published by Springer. This book was released on 2008-09-22 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the 14th International Conference on Principles and Practice of Constraint Programming (CP 2008) held in Sydney, Australia, September 14–18, 2008. The conference was held in conjunction with the International Conference on Automated Planning and Scheduling (ICAPS 2008) and the International Conference on Knowledge Representation and R- soning (KR 2008). Information about the conference can be found at the w- sitehttp://www. unimelb. edu. au/cp2008/. Held annually, the CP conference series is the premier international conference on constraint programming. The conference focuses on all aspects of computing with constraints. The CP conf- ence series is organized by the Association for Constraint Programming (ACP). Information about the conferences in the series can be found on the Web at http://www. cs. ualberta. ca/~ai/cp/. Information about ACP can be found athttp://www. a4cp. org/. CP 2008 included two calls for contributions: a call for research papers, - scribing novel contributions in the ?eld, and a call for application papers, - scribing applications of constraint technology. For the ?rst time authors could directly submit short papers for consideration by the committee. The research track received 84 long submissions and 21 short submissions and the application track received 15 long submissions. Each paper received at least three reviews, which the authors had the opportunity to see and to react to, before the papers and their reviews were discussed extensively by the members of the Program Committee.

Principles and Practice of Constraint Programming

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Publisher :
ISBN 13 :
Total Pages : 830 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Principles and Practice of Constraint Programming by :

Download or read book Principles and Practice of Constraint Programming written by and published by . This book was released on 2002 with total page 830 pages. Available in PDF, EPUB and Kindle. Book excerpt: