模型驱动约束规划

R. Chenouard, Laurent Granvilliers, Ricardo Soto
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引用次数: 31

摘要

约束编程绝对可以看作是一种模型驱动的范例。用户为建模问题编写程序。这些程序被映射到可执行模型来计算解。本文的重点是有效的模型管理(定义和转换)。从这个角度来看,我们建议重新审视约束编程系统的设计。引入模型驱动的体系结构,将求解无关的约束模型映射到求解依赖的决策模型。研究了几个重要的问题,例如对可视化高级建模语言的需求,以及实现转换的元建模技术的质量。一个主要成果是s-COMMA平台,它有效地实现了从建模到求解约束问题的链
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Model-driven constraint programming
Constraint programming can definitely be seen as a model-driven paradigm. The users write programs for modeling problems. These programs are mapped to executable models to calculate the solutions. This paper focuses on efficient model management (definition and transformation). From this point of view, we propose to revisit the design of constraint-programming systems. A model-driven architecture is introduced to map solving-independent constraint models to solving-dependent decision models. Several important questions are examined, such as the need for a visual highlevel modeling language, and the quality of metamodeling techniques to implement the transformations. A main result is the s-COMMA platform that efficiently implements the chain from modeling to solving constraint problems
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