The Opl Optimization Programming Language

Author by: Pascal Van Hentenryck Language: en Publisher by: MIT Press (MA) Format Available: PDF, ePub, Mobi Total Read: 13 Total Download: 636 File Size: 48,9 Mb Description: OPL (Optimization Programming Language) is a new modeling language for combinatorial optimization that simplifies the formulation and solution of optimization problems. Perhaps the most significant dimension of OPL is the support for constraint programming, including sophisticated search specifications, logical and higher order constraints, and support for scheduling and resource allocation applications. This book, written by the developer of OPL, is a comprehensive introduction to the OPL programming language and its application to problems in linear and integer programming, constraint programming, and scheduling. Readers should be familiar with combinatorial optimization, at least from an application standpoint. Author by: Willem-Jan van Hoeve Language: en Publisher by: Springer Science & Business Media Format Available: PDF, ePub, Mobi Total Read: 16 Total Download: 167 File Size: 49,5 Mb Description: 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 by: Harvey J.

Greenberg Language: en Publisher by: Springer Science & Business Media Format Available: PDF, ePub, Mobi Total Read: 58 Total Download: 252 File Size: 45,7 Mb Description: This volume reflects the theme of the INFORMS 2004 Meeting in Denver: Back to OR Roots. Emerging as a quantitative approach to problem-solving in World War II, our founders were physicists, mathematicians, and engineers who quickly found peace-time uses. It is fair to say that Operations Research (OR) was born in the same incubator as computer science, and it has spawned many new disciplines, such as systems engineering, health care management, and transportation science. Although people from many disciplines routinely use OR methods, many scientific researchers, engineers, and others do not understand basic OR tools and how they can help them. Disciplines ranging from finance to bioengineering are the beneficiaries of what we do — we take an interdisciplinary approach to problem-solving. Our strengths are modeling, analysis, and algorithm design. We provide a quanti- tive foundation for a broad spectrum of problems, from economics to medicine, from environmental control to sports, from e-commerce to computational - ometry.

CiteSeerX - Scientific documents that cite the following paper: The OPL Optimization Programming Language.

We are both producers and consumers because the mainstream of OR is in the interfaces. As part of this effort to recognize and extend OR roots in future probl- solving, we organized a set of tutorials designed for people who heard of the topic and want to decide whether to learn it. The 90 minutes was spent addre- ing the questions: What is this about, in a nutshell? Why is it important? Where can I learn more?

In total, we had 14 tutorials, and eight of them are published here. Author by: Petra Hofstedt Language: en Publisher by: Springer Science & Business Media Format Available: PDF, ePub, Mobi Total Read: 75 Total Download: 414 File Size: 48,9 Mb Description: Programming languages are often classified according to their paradigms, e.g. Imperative, functional, logic, constraint-based, object-oriented, or aspect-oriented.

A paradigm characterizes the style, concepts, and methods of the language for describing situations and processes and for solving problems, and each paradigm serves best for programming in particular application areas. Real-world problems, however, are often best implemented by a combination of concepts from different paradigms, because they comprise aspects from several realms, and this combination is more comfortably realized using multiparadigm programming languages. This book deals with the theory and practice of multiparadigm constraint programming languages. The author first elaborates on programming paradigms and languages, constraints, and the merging of programming concepts which yields multiparadigm (constraint) programming languages. In the second part the author inspects two concrete approaches on multiparadigm constraint programming – the concurrent constraint functional language CCFL, which combines the functional and the constraint-based paradigms and allows the description of concurrent processes; and a general framework for multiparadigm constraint programming and its implementation, Meta-S.

The book is appropriate for researchers and graduate students in the areas of programming and artificial intelligence. Author by: Stephane Bressan Language: en Publisher by: Springer Format Available: PDF, ePub, Mobi Total Read: 66 Total Download: 919 File Size: 42,5 Mb Description: This book constitutes the refereed proceedings of the 17th International Conference on Database and Expert Systems Applications, DEXA 2006. The book presents 90 revised full papers together with 1 invited paper.

The papers are organized in topical sections on XML, data and information, data mining and data warehouses, database applications, WWW, bioinformatics, process automation and workflow, knowledge management and expert systems, database theory, query processing, and privacy and security. Author by: Carla Gomes Language: en Publisher by: Springer Format Available: PDF, ePub, Mobi Total Read: 71 Total Download: 617 File Size: 54,7 Mb Description: 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 by: Pedro Barahona Language: en Publisher by: Springer Format Available: PDF, ePub, Mobi Total Read: 62 Total Download: 179 File Size: 54,6 Mb Description: The Portuguese Association for Arti cial Intelligence (APPIA) has been re- larly organising the Portuguese Conference on Arti cial Intelligence (EPIA). This ninth conference follows previous ones held in Porto (1985), Lisboa (1986), Braga (1987), Lisboa (1989), Albufeira (1991), Porto (1993), Funchal (1995) and Coimbra (1997). Starting in 1989, the conferences have been held biennially (alternating with an APPIA Advanced School on Arti cial Intelligence) and become truly international: English has been adopted as the o cial language and the proceedings are published in Springer’s LNAI series. The conference has recon rmed its high international standard this year, largely due to its programme committee, composed of distinguished researchers in a variety of specialities in Arti cial Intelligence, half of them from Portuguese universities. This has attracted a signi cant international interest, well expressed by the number of papers submitted (66), from 17 di erent countries, 29 of which are by Portuguese researchers. From the 66 papers submitted, about one third of them (23) were selected for oral presentation and have been published in this volume.

The review process enabled the selection of high quality papers, each paper being reviewed by two or three reviewers, either from the programme committee or by their appointment. We would like to thank all of the reviewers for their excellent and hard work.

The Optimization Programming Language (OPL) provides a natural mathematical description of optimization models. Using high-level syntax for mathematical models produces substantially simpler and shorter code than general-purpose programming languages, reducing the effort and improving the reliability of application development, upgrades, and maintenance. Its powerful syntax supports all expressions needed to model and solve problems using both mathematical programming and constraint programming. OPL supports mathematical and constraint programming models and allows users to define decision variables and decision expressions over index sets to represent choices affected by them. Apart from this, users can also maximize or minimize an objective function of the decision expressions, switch between using the mathematical programming and constraint programming solvers simply by changing a single switch and utilize specialized data structures for formulating detailed scheduling models using constraint programming. OPL users can develop, debug, test and tune math programming, constraint programming and constraint-based scheduling models.

Optimization

Catholic University Of Leuven

The ability to specify constraints, sums, and other mathematical operations over index sets is another important benefit. Users can utilize logical constraints that allow writing higher level, more powerful constraints using operators such as AND, OR, NOT, MIN, MAX and Absolute Value.