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Program Does Not Equal Program: Constraint Programming and Its Relationship to Mathematical Programming

Author

Listed:
  • Irvin J. Lustig

    (ILOG, 1080 Linda Vista Avenue, Mountain View, California 94043)

  • Jean-François Puget

    (ILOG, 9 rue Verdun, BP 85, Gentilly Cedex, France)

Abstract

Arising from research in the computer science community, constraint programming is a fairly new technique for solving optimization problems. For those familiar with mathematical programming, a number of language barriers make it difficult to understand the concepts of constraint programming. In this short tutorial on constraint programming, we explain how it relates to familiar mathematical programming concepts and how constraint programming and mathematical programming technologies are complementary. We assume a minimal background in linear and integer programming.

Suggested Citation

  • Irvin J. Lustig & Jean-François Puget, 2001. "Program Does Not Equal Program: Constraint Programming and Its Relationship to Mathematical Programming," Interfaces, INFORMS, vol. 31(6), pages 29-53, December.
    • Handle: RePEc:inm:orinte:v:31:y:2001:i:6:p:29-53
    DOI: 10.1287/inte.31.6.29.9647
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    References listed on IDEAS

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    1. E. L. Lawler & D. E. Wood, 1966. "Branch-and-Bound Methods: A Survey," Operations Research, INFORMS, vol. 14(4), pages 699-719, August.
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