Integration Of Ai And Or Techniques In Constraint Programming For Combinatorial Optimization Problems

Author : Willem-Jan van Hoeve,John N. Hooker
Publisher : Springer
Page : 332 pages
File Size : 49,5 Mb
Release : 2009-05-17
Category : Computers
ISBN : 9783642019296

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Willem-Jan van Hoeve,John N. Hooker Pdf

This book constitutes the refereed proceedings of the 6th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2009, held in Pittsburgh, PA, USA, in May 2009. The 20 revised full papers and 10 extended abstracts presented together with 2 invited talks were carefully reviewed and selected from 65 submissions. The papers describe current research in the fields of constraint programming, artificial intelligence, and operations research and present new techniques or new applications in combinatorial optimization, thus exploring ways of solving large-scale, practical optimization problems through integration and hybridization of the fields' different techniques.

Author : Andrea Lodi,Michela Milano,Paolo Toth
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 53,7 Mb
Release : 2010-06
Category : Business & Economics
ISBN : 9783642135194

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Andrea Lodi,Michela Milano,Paolo Toth Pdf

This book constitutes the refereed proceedings of the 7th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2010, held in Bologna, Italy, in June 2010. The 18 revised full papers and 17 revised short papers presented together with the extended abstracts of 3 invited talks were carefully reviewed and selected from 72 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 constraint programming, artificial intelligence, and operations research technologies for solving large scale and complex real life combinatorial optimization problems.

Author : Tobias Achterberg,J. Christopher Beck
Publisher : Springer
Page : 261 pages
File Size : 48,9 Mb
Release : 2011-05-05
Category : Computers
ISBN : 9783642213113

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Tobias Achterberg,J. Christopher Beck Pdf

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 constraint programming, artificial intelligence, and operations research technologies for solving large scale and complex real life combinatorial optimization problems.

Author : Jean-Charles Régin,Michel Rueher
Publisher : Springer
Page : 429 pages
File Size : 51,9 Mb
Release : 2004-05-17
Category : Computers
ISBN : 9783540246640

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Jean-Charles Régin,Michel Rueher Pdf

This volume contains the proceedings of the First International Conference on IntegrationofAIandORTechniquesinConstraintProgrammingforCombina- rialOptimisation Problems.This new conferencefollows the seriesof CP-AI-OR International Workshops on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimisation Problems held in Ferrara (1999), Paderborn (2000), Ashford (2001), Le Croisic (2002), and Montreal (2003). The success of the previous workshops has demonstrated that CP-AI-OR is bec- ing a major forum for exchanging ideas and methodologiesfrom both ?elds. The aim of this new conference is to bring together researchersfrom AI and OR, and to give them the opportunity to show how the integration of techniques from AI and OR can lead to interesting results on large scale and complex problems. The integration of techniques from Arti?cial Intelligence and Operations - search has provided e?ective algorithms for tackling complex and large scale combinatorial problems with signi?cant improvements in terms of e?ciency, scalability and optimality. The bene?t of this integration has been shown in applications such as hoist scheduling, rostering, dynamic scheduling and vehicle routing. At the programming and modelling levels, most constraint languages embed OR techniques to reason about collections of constraints, so-calledglobal constraints. Some languages also provide support for hybridization allowing the programmer to build new integrated algorithms. The resulting multi-paradigm programmingframeworkcombines the ?exibility and modelling facilities of C- straint Programming with the special purpose and e?cient methods from - erations Research

Author : Carla Gomes,Meinolf Sellmann
Publisher : Springer
Page : 403 pages
File Size : 50,5 Mb
Release : 2013-04-11
Category : Computers
ISBN : 9783642381713

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Carla Gomes,Meinolf Sellmann Pdf

This volume is a compilation of the research program of the 10th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2013, held at Yorktown Heights, NY, USA, in May 2013. This volume contains 20 full papers and 11 short papers that were carefully reviewed and selected from 71 submissions. The papers focus on new techniques or applications in the intersection of constraint programming (CP), artificial intelligence (AI) and operations research (OR).

Author : Roman Barták,Michela Milano
Publisher : Springer
Page : 412 pages
File Size : 47,5 Mb
Release : 2005-05-24
Category : Computers
ISBN : 9783540322641

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Roman Barták,Michela Milano Pdf

The 2nd International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems (CPAIOR2005)washeldinPrague,CzechRepublic,duringMay31–June1,2005. The conference is intended primarily as a forum to focus on the integration and hybridization of the approaches of constraint programming (CP), arti?cial intelligence (AI), and operations research (OR) technologies for solving large-scale and complex real-life optimization problems. Therefore, CPAIOR is never far from industrial applications. The high number of submissions received this year, almost 100 papers, in witness to the interest of the research community in this conference. From these submissions, we chose 26 to be published in full in the proceedings. This volume includes summaries of the invited talks of CPAIOR: one from industry, one from the embedded system research community, and one from the operations research community. The invited speakers were: Filippo Focacci from ILOGS.A.,France,oneoftheleadingcompaniesinthe?eld;PaulPop,professor in the Embedded Systems Lab in the Computer and Information Science - partment, Link ̈ oping University; and Paul Williams, full professor of Operations Research at the London School of Economics. The day before CPAIOR, a Master Class was organized by Gilles Pesant, where leading researchers gave introductory and overview talks in the area of metaheuristics and constraint programming. The Master Class was intended for PhD students, researchers, and practitioners. We are very grateful to Gilles who brought this excellent program together. For conference publicity we warmly thank Willem Jan van Hoeve and Petr Vil ́ ?m who did a great job with the high number of submissions received.

Author : Laurent Perron,Michael A. Trick
Publisher : Springer
Page : 394 pages
File Size : 53,5 Mb
Release : 2008-05-20
Category : Computers
ISBN : 9783540681557

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Laurent Perron,Michael A. Trick Pdf

The 5th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems (CPAIOR 2008) was held in Paris, France May 20–23, 2008. The purpose of this conference series is to bring together researchers in the ?elds of constraint programming, arti?cial intelligence, and operations research to explore ways of solving large-scale, practical optimization problems through integration and hybridization of the ?elds’ di?erent techniques. Through the years, this research community is discovering that the ?elds have much in c- mon, and there has been tremendous richness in the resulting cross-fertilization of ?elds. This year, we allowed submissions of both long (15 page) and short (5 page) papers, with short papers either being original work, a reduced version of a long paper, or an extended abstract of work published elsewhere. We were not s- prised by the 69 submissions in the long paper category: this is an active ?eld with many researchers. We were surprised by the 61 short paper submissions. This was far more than predicted. With 130 high-quality submissions, compe- tion for acceptance in this year’s program was particularly ?erce. In the end, we accepted 18 long papers and 22 short papers for presentation and publication in this volume.

Author : Pascal Van Hentenryck,Laurence Wolsey
Publisher : Springer
Page : 391 pages
File Size : 46,6 Mb
Release : 2007-06-23
Category : Computers
ISBN : 9783540723974

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Pascal Van Hentenryck,Laurence Wolsey Pdf

This book constitutes the refereed proceedings of the 4th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2007, held in Brussels, Belgium in May 2007. It covers methodological and foundational issues from AI, OR, and algorithmics as well as applications to the solution of combinatorial optimization problems in various fields via constraint programming.

Author : J. Christopher Beck
Publisher : Springer Science & Business Media
Page : 310 pages
File Size : 50,7 Mb
Release : 2006-05-16
Category : Business & Economics
ISBN : 9783540343066

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by J. Christopher Beck Pdf

This book constitutes the refereed proceedings of the Third International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2006, held in Cork, Ireland in May/June 2006. The 20 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 67 submissions. The papers address methodological and foundational issues from AI, OR, and algorithmics and present applications to the solution of combinatorial optimization problems in various fields via constraint programming.

Author : Claude-Guy Quimper
Publisher : Springer
Page : 421 pages
File Size : 50,9 Mb
Release : 2016-05-12
Category : Computers
ISBN : 9783319339542

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Integration of AI and OR Techniques in Constraint Programming by Claude-Guy Quimper Pdf

This book constitutes the proceedings of the 13th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2016, held in Banff, Canada, in May/June 2016. The 21 full papers presented together with 8 short papers were carefully reviewed and selected from 51 submissions. The conference brings together interested researchers from constraint programming, artificial intelligence, and operations research to present new techniques or applications in combinatorial optimization and provides an opportunity for researchers in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.

Author : Laurent Michel
Publisher : Springer
Page : 456 pages
File Size : 55,7 Mb
Release : 2015-04-15
Category : Computers
ISBN : 9783319180083

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Integration of AI and OR Techniques in Constraint Programming by Laurent Michel Pdf

This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015. The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the conference series is to bring together researchers in the fields of Constraint Programming, Artificial Intelligence and Operations Research to explore ways of solving hard and large scale combinatorial optimization problems that emerge in various industrial domains. Pooling the skills and strengths of this diverse group of researchers has proved extremely effective and valuable during the past decade leading to improvements and cross-fertilization between the three fields as well as breakthrough for actual applications.

Author : Nicolas Beldiceanu,Narendra Jussien,Eric Pinson
Publisher : Springer
Page : 409 pages
File Size : 44,8 Mb
Release : 2012-05-15
Category : Computers
ISBN : 9783642298288

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Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems by Nicolas Beldiceanu,Narendra Jussien,Eric Pinson Pdf

This book constitutes the refereed proceedings of the 9th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2012, held in Nantes, France, in May/June 2012. The 26 revised full papers presented were carefully reviewed and selected from 64 submissions. The papers are focused on both theoretical and practical, application-oriented issues in combinatorial optimization and feature current research with a special focus on inference and relaxation methods, integration methods, modeling methods, innovative applications of CP/AI/OR techniques, and implementation of CP/AI/OR techniques and optimization systems.

Author : Domenico Salvagnin,Michele Lombardi
Publisher : Springer
Page : 420 pages
File Size : 55,7 Mb
Release : 2017-05-30
Category : Computers
ISBN : 9783319597768

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Integration of AI and OR Techniques in Constraint Programming by Domenico Salvagnin,Michele Lombardi Pdf

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 in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.

Author : Willem-Jan van Hoeve
Publisher : Springer
Page : 637 pages
File Size : 51,7 Mb
Release : 2018-06-07
Category : Computers
ISBN : 9783319930312

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Integration of Constraint Programming, Artificial Intelligence, and Operations Research by Willem-Jan van Hoeve Pdf

This book constitutes the proceedings of the 15th International Conference on Integration of Artificial Intelligence and Operations Research Techniques in Constraint Programming for Combinatorial Optimization Problems, CPAIOR 2018, held in Delft, The Netherlands, in June 2018. The 47 full papers presented together with 3 abstracts of invited talks and 3 abstracts of fast-track journal papers were carefully reviewed and selected from 111 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 in one area to learn about techniques in the others, and to show how the integration of techniques from different fields can lead to interesting results on large and complex problems.

Author : Régin
Publisher : Unknown
Page : 128 pages
File Size : 53,8 Mb
Release : 2004
Category : Electronic
ISBN : 3662194287

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