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Convexification of Nonsmooth Monotone Functions.

Authors :
Sun, X. L.
Luo, H. Z.
Li, D.
Source :
Journal of Optimization Theory & Applications. Feb2007, Vol. 132 Issue 2, p339-351. 13p. 4 Graphs.
Publication Year :
2007

Abstract

We consider a convexification method for a class of nonsmooth monotone functions. Specifically, we prove that a semismooth monotone function can be converted into a convex function via certain convexification transformations. The results derived in this paper lay a theoretical base to extend the reach of convexification methods in monotone optimization to nonsmooth situations. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00223239
Volume :
132
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Optimization Theory & Applications
Publication Type :
Academic Journal
Accession number :
25927200
Full Text :
https://doi.org/10.1007/s10957-006-9160-2