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Model Search: Formalizing and Automating Constraint Solving in MDE Platforms

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Modelling Foundations and Applications (ECMFA 2010)

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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.

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Kleiner, M., Del Fabro, M.D., Albert, P. (2010). Model Search: Formalizing and Automating Constraint Solving in MDE Platforms. In: Kühne, T., Selic, B., Gervais, MP., Terrier, F. (eds) Modelling Foundations and Applications. ECMFA 2010. Lecture Notes in Computer Science, vol 6138. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13595-8_15

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  • DOI: https://doi.org/10.1007/978-3-642-13595-8_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-13594-1

  • Online ISBN: 978-3-642-13595-8

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