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Model Search: Formalizing and Automating Constraint Solving in MDE Platforms

  • Mathias Kleiner
  • Marcos Didonet Del Fabro
  • Patrick Albert
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6138)

Abstract

Model Driven Engineering (MDE) and constraint programming (CP) have been widely used and combined in different applications. However, existing results are either ad-hoc, not fully integrated or manually executed. In this article, we present a formalization and an approach for automating constraint-based solving in a MDE platform. Our approach generalizes existing work by combining known MDE concepts with CP techniques into a single operation called model search. We present the theoretical basis for model search, as well as an automated process that details the involved operations. We validate our approach by comparing two implemented solutions (one based on Alloy/SAT, the other on OPL/CP), and by executing them over an academic use-case.

Keywords

Search Engine Model Transformation Constraint Programming Software Product Line Model Search 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Mathias Kleiner
    • 1
  • Marcos Didonet Del Fabro
    • 2
  • Patrick Albert
    • 2
  1. 1.Arts et Metiers ParisTech, CNRS, LSIS LaboratoryFrance
  2. 2.IBM Software GroupFrance

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