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Interaction of Constraint Programming and Local Search for Optimisation Problems

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Book cover Principles and Practice of Constraint Programming — CP 2001 (CP 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2239))

Abstract

In this paper we show, for the specific problem of test pattern optimisation, that adapting constraint propagation with results obtained from local search outperforms the use of each of these techniques alone. We show that a tool we developed to solve this problem using such approach with multivalued logics achieves better results than those obtained with a highly efficient tool based on an integer linear programming formulation over a SAT model.

Financially supported by “Sub-Programa Ciěncia e Tecnologia do 2° Quadro Comunitário de Apoio”

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References

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© 2001 Springer-Verlag Berlin Heidelberg

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Azevedo, F., Barahona, P. (2001). Interaction of Constraint Programming and Local Search for Optimisation Problems. In: Walsh, T. (eds) Principles and Practice of Constraint Programming — CP 2001. CP 2001. Lecture Notes in Computer Science, vol 2239. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45578-7_38

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  • DOI: https://doi.org/10.1007/3-540-45578-7_38

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42863-3

  • Online ISBN: 978-3-540-45578-3

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