Evgeniya A. Vorontsova, "A Projective Separating Plane Method with Additional Clipping for Non-Smooth Optimization," WSEAS Transactions on Mathematics, vol. 13, pp. 115-121, 2014, DOI:
Evgeniya A. Vorontsova. A Projective Separating Plane Method with Additional Clipping for Non-Smooth Optimization.
WSEAS Transactions on Mathematics. 2014;13:115-121.
WSEAS Transactions on Mathematics
Print ISSN: 1109-2769, E-ISSN: 2224-2880
Volume 13, 2014
A Projective Separating Plane Method with Additional Clipping for Non-Smooth Optimization
Author:
Abstract: This paper is devoted to constructing a definite efficient scheme for non-smooth optimization. A sepa- rating plane algorithm with additional clipping is proposed. The algorithm is used for solving the unconstrained non-smooth convex optimization problem. The latter problem can be reformulated as the computation of the value of a conjugate function at the origin. The algorithm convergence is proved. Encouraging results of numerical experiments are presented.
Keywords:
Non-smooth optimization, convex optimization, separating plane algorithms, black-box minimization
Pages: 115-121 WSEAS Transactions on Mathematics, ISSN / E-ISSN: 1109-2769 / 2224-2880, Volume 13, 2014, Art. #12 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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