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A new class of smoothing functions and a smoothing Newton method for complementarity problems
- Source :
- Optimization Letters. 7:481-497
- Publication Year :
- 2012
- Publisher :
- Springer Science and Business Media LLC, 2012.
-
Abstract
- In this paper, we introduce a new class of smoothing functions, which include some popular smoothing complementarity functions. We show that the new smoothing functions possess a system of favorite properties. The existence and continuity of a smooth path for solving the nonlinear complementarity problem (NCP) with a P 0 function are discussed. The Jacobian consistency of this class of smoothing functions is analyzed. Based on the new smoothing functions, we investigate a smoothing Newton algorithm for the NCP and discuss its global and local superlinear convergence. Some preliminary numerical results are reported.
- Subjects :
- Mathematical optimization
Control and Optimization
Computational intelligence
Complementarity (physics)
symbols.namesake
Complementarity theory
Jacobian matrix and determinant
symbols
Nonlinear complementarity problem
Mixed complementarity problem
Newton's method
Smoothing
ComputingMethodologies_COMPUTERGRAPHICS
Mathematics
Subjects
Details
- ISSN :
- 18624480 and 18624472
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Optimization Letters
- Accession number :
- edsair.doi...........73252339225f4040ad3462c493fd965a
- Full Text :
- https://doi.org/10.1007/s11590-011-0432-x