Program does not equal program: Constraint programming and its relationship to mathematical programming

Program does not equal program: Constraint programming and its relationship to mathematical programming

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Article ID: iaor2003383
Country: United States
Volume: 31
Issue: 6
Start Page Number: 29
End Page Number: 53
Publication Date: Nov 2001
Journal: Interfaces
Authors: ,
Keywords: programming: branch and bound, artificial intelligence
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.

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