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Reduction of affine variational inequalities

Stephen M. Robinson ()
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Stephen M. Robinson: University of Wisconsin–Madison

Computational Optimization and Applications, 2016, vol. 65, issue 2, No 9, 493-509

Abstract: Abstract We consider an affine variational inequality posed over a polyhedral convex set in n-dimensional Euclidean space. It is often the case that this underlying set has dimension less than n, or has a nontrivial lineality space, or both. We show that when the variational inequality satisfies a well known regularity condition, we can reduce the problem to the solution of an affine variational inequality in a space of smaller dimension, followed by some simple linear-algebraic calculations. The smaller problem inherits the regularity condition from the original one, and therefore it has a unique solution. The dimension of the space in which the smaller problem is posed equals the rank of the original set: that is, its dimension less the dimension of the lineality space.

Keywords: Affine variational inequality; Coherent orientation; Complementarity; Lineality space; Normal map; Reduction; 49J53; 49J40; 49K40; 90C31; 90C33 (search for similar items in EconPapers)
Date: 2016
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DOI: 10.1007/s10589-015-9796-7

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