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A Semidefinite Relaxation Method for Linear and Nonlinear Complementarity Problems with Polynomials

Journal of the Operations Research Society of China, 2023
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Zhao, Jin-Ling, Dai, Yue-Yang
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On semidefinite linear complementarity problems

Mathematical Programming, 2000
The paper deals with the SemiDefinite Linear Complementarity Problem (SDLCP\((L,S^n_+)\): find a matrix \(X \in S^n_+\) such that \(Y=L(x)+Q \in S^n_+\) and and \(\langle X,Y\rangle=0\), where \(S^n\) (\(S^n_+\)) denote the set of symmetric (positive semidefinite) matrices, \(L: S^n \rightarrow S^n\) is a linear transformation, \(Q \in S^n\) and ...
Gowda, M. Seetharama, Song, Yoon
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Characterizing -linear transformations for semidefinite linear complementarity problems

Nonlinear Analysis: Theory, Methods & Applications, 2012
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López, Julio   +2 more
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Low-order penalty equations for semidefinite linear complementarity problems

Operations Research Letters, 2016
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Zhao, Chen, Luo, Ziyan, Xiu, Naihua
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Minimum norm solution to the positive semidefinite linear complementarity problem

Optimization, 2012
In this article, we present an algorithm to compute the minimum norm solution of the positive semidefinite linear complementarity problem. We show that its solution can be obtained using the alternative theorems and a convenient characterization of the solution set of a convex quadratic programming problem.
Panos M. Pardalos   +2 more
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On the Lipschitz Continuity of the Solution Map in Semidefinite Linear Complementarity Problems

Mathematics of Operations Research, 2005
In this paper, we investigate the Lipschitz continuity of the solution map in semidefinite linear complementarity problems. For a monotone linear transformation defined on the space of real symmetric n × n matrices, we show that the Lipschitz continuity of the solution map implies the globally uniquely solvable (GUS)-property.
Balaji, R.   +3 more
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A Family of Polynomial Affine Scaling Algorithms for Positive SemiDefinite Linear Complementarity Problems

SIAM Journal on Optimization, 1997
Summary: The new polynomial affine scaling algorithm of Jansen, Roos and Terlaky for linear programming (LP) is extended to positive semidefinite linear complementarity problems. The algorithm is immediately further generalized to allow higher order scaling. These algorithms are also new for the LP case. The analysis is based on Ling's proof for the LP
Jansen, B., Roos, C., Terlaky, T.
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Underlying paths in interior point methods for the monotone semidefinite linear complementarity problem

Mathematical Programming, 2006
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Sim, Chee-Khian, Zhao, Gongyun
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A Newton-type method for positive-semidefinite linear complementarity problems

Journal of Optimization Theory and Applications, 1995
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Convergence analysis on matrix splitting iteration algorithm for semidefinite linear complementarity problems

Numerical Algorithms, 2020
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