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Journal of Computational and Applied Mathematics
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Journal of Computational and Applied Mathematics
Article . 2011
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Solvability of Newton equations in smoothing-type algorithms for the SOCCP

Authors: Nan Lu; Zheng-Hai Huang;

Solvability of Newton equations in smoothing-type algorithms for the SOCCP

Abstract

The authors study the invertibility of the matrix that determines the solvability of the Newton equations in smoothing-type algorithms used in optimization problems. They begin with an introduction to this problem and the necessary definitions, which is followed by a section presenting the necessary and sufficient conditions for this matrix to be invertible. In the third section these results are interpreted to the to solvability of the original Newton equations which are used to parameterize the optimization problem.

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Keywords

Second-order cone complementarity problem, Applied Mathematics, second-order cone complementarity problem (SOCCP), Solvability of Newton equations, Nonconvex programming, global optimization, smoothing-type algorithm, solvability of Newton equations, Computational Mathematics, Numerical mathematical programming methods, Nonlinear programming, Smoothing-type algorithm, Complementarity and equilibrium problems and variational inequalities (finite dimensions) (aspects of mathematical programming)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
hybrid