A new look at a greedy algorithm for solving a class of convex programming problems

A new look at a greedy algorithm for solving a class of convex programming problems

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Article ID: iaor20002382
Country: Canada
Volume: 37
Issue: 4
Start Page Number: 353
End Page Number: 356
Publication Date: Nov 1999
Journal: INFOR
Authors:
Keywords: greedy algorithms
Abstract:

Morton et al. describe a greedy algorithm for solving a class of convex programming problems. The algorithm is validated by the use of polymatroid theory. In the present paper we establish the validity of the algorithm by a more elementary argument using the well known Karush–Kuhn–Tucker optimality conditions. Morton shows that a variant of the above mentioned greedy algorithm solves a related quadratic programming problem. Here we show that the variant in fact solves a slightly more general problem.

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