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Supported by the National Natural Science Foundation of China(No.11671183);the Fundamental Research Funds for the Central Universities(No.2018IB016,2019IA004,No.2019IB010)
This paper proposes a semismooth Newton method for a class of bilinear programming problems(BLPs)based on the augmented Lagrangian,in which the BLPs are reformulated as a system of nonlinear equations with original va...
Supported by National Natural Science Foundation of China(No.11571074);Scientific Research Fund of Hunan Provincial Education Department(No.18A351,17C0393);Natural Science Foundation of Hunan Province(No.2019JJ50105)
We propose an inexact affine scaling Levenberg-Marquardt method for solving bound-constrained semismooth equations under the local error bound assumption which is much weaker than the standard nonsingularity condition...
In this paper, we proposed a spectral gradient-Newton two phase method for constrained semismooth equations. In the first stage, we use the spectral projected gradient to obtain the global convergence of the algorithm...
Acknowledgments. This project is supported by National Natural Science Foundation of China (11071041) and Fujian Natural Science Foundation (2009J01002).
In this paper, we consider a class of the stochastic linear complementarity problems (SLCPs) with finitely many elements. A feasible semismooth damped Gauss-Newton al- gorithm for the SLCP is proposed. The global an...
supported by the Natural science Foundation of China(10371089,10571137)
In this paper, a QP-free feasible method with piecewise NCP functions is proposed for nonlinear inequality constrained optimization problems. The new NCP functions are piecewise linear-rational, regular pseudo-smooth...