paper

An ADMM algorithm for solving a proximal bound-constrained quadratic program

arXiv:1412.8493

Abstract

We consider a proximal operator given by a quadratic function subject to bound constraints and give an optimization algorithm using the alternating direction method of multipliers (ADMM). The algorithm is particularly efficient to solve a collection of proximal operators that share the same quadratic form, or if the quadratic program is the relaxation of a binary quadratic problem.

5 pages, 1 figure. arXiv admin note: text overlap with arXiv:1405.5960

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