Exponential irreducible neighborhoods for combinatorial optimisation problems

Exponential irreducible neighborhoods for combinatorial optimisation problems

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Article ID: iaor20032547
Country: Germany
Volume: 56
Issue: 1
Start Page Number: 29
End Page Number: 44
Publication Date: Jan 2002
Journal: Mathematical Methods of Operations Research (Heidelberg)
Authors: , ,
Abstract:

This paper deals with irreducible augmentation vectors associated with three combinatorial optimization problems: the travelling salesman problem, the asymmetric travelling salesman problem, and the sequential ordering problem. We study families of irreducible vectors of exponential size, derived from alternating cycles, where optimizing a linear function over each of these families can be done in polynomial time. A family of irreducible vectors induces an irreducible neighborhood; an algorithm for optimizing over this family is known as a local search heuristic. Irreducible neighborhoods do not only serve as a tool to improve feasible solutions, but do play an important role in an exact primal algorithm; such families are the primal counterpart of families of facet inducing inequalities.

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