IBM ILOG CP optimizer for scheduling 20+ years of scheduling with constraints at IBM/ILOG

IBM ILOG CP Optimizer is a generic CP-based system to model and solve scheduling problems. It provides an algebraic language with simple mathematical concepts to capture the temporal dimension of scheduling problems in a combinatorial optimization framework. CP Optimizer implements a model-and-run p...

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Vydáno v:Constraints : an international journal Ročník 23; číslo 2; s. 210 - 250
Hlavní autoři: Laborie, Philippe, Rogerie, Jérôme, Shaw, Paul, Vilím, Petr
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.04.2018
Témata:
Artificial Intelligence
Computer Science
Operations Research/Decision Theory
Optimization
Topical Collection on 20th Anniversary Issue
Scheduling
Modeling
Constraint programming
Automatic search
ISSN:1383-7133, 1572-9354
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Popis
Shrnutí:IBM ILOG CP Optimizer is a generic CP-based system to model and solve scheduling problems. It provides an algebraic language with simple mathematical concepts to capture the temporal dimension of scheduling problems in a combinatorial optimization framework. CP Optimizer implements a model-and-run paradigm that vastly reduces the burden on the user to understand CP or scheduling algorithms: modeling is by far the most important. The automatic search provides good performance out of the box and it is continuously improving. This article gives a detailed overview of CP Optimizer for scheduling: typical applications, modeling concepts, examples, automatic search, tools and performance.
ISSN:1383-7133
1572-9354
DOI:10.1007/s10601-018-9281-x