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On the convergence properties of Hildreth's quadratic programming algorithm
Authors:Alfredo N. Iusem  Alvaro R. De Pierro
Affiliation:(1) Instituto de Matemática Pura e Aplicada, Jardim Botânico, CEP 22460 Rio de Janeiro, Brazil;(2) Medical Image Processing Group, Department of Radiology, Hospital of the University of Pennsylvania, 19104 Philadelphia, PA, USA
Abstract:We prove the linear convergence rate of Hildreth's method for quadratic programming, in both its sequential and simulateneous versions. We give bounds on the asymptotic error constant and compare these bounds to those given by Mandel for the cyclic relaxation method for solving linear inequalities.Research of this author was partially supported by CNPq grant No. 301280/86.On leave from the Universidade Federal do Rio de Janeiro, Instituto de Matemática, Rio de Janeiro, R.J. 21.910, Brazil. Research of this author was partially supported by NIH grant HL28438.
Keywords:Quadratic programming  almost cyclic relaxation  bounds of convergence
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