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Lipschitz continuity of the gradient of a one-parametric class of SOC merit functions

Authors :
Shaohua Pan
Jein Shan Chen
Source :
Optimization. 59:661-676
Publication Year :
2010
Publisher :
Informa UK Limited, 2010.

Abstract

In this article, we show that a one-parametric class of SOC merit functions has a Lipschitz continuous gradient; and moreover, the Lipschitz constant is related to the parameter in this class of SOC merit functions. This fact will lay a building block when the merit function approach as well as the Newton-type method are employed for solving the second-order cone complementarity problem with this class of merit functions.

Details

ISSN :
10294945 and 02331934
Volume :
59
Database :
OpenAIRE
Journal :
Optimization
Accession number :
edsair.doi...........b4c46c961435911149f2105b497a9d0f
Full Text :
https://doi.org/10.1080/02331930802180319