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The GUS-Property and Modulus-Based Methods for Tensor Complementarity Problems.

Authors :
Dai, Ping-Fan
Wu, Shi-Liang
Source :
Journal of Optimization Theory & Applications. Dec2022, Vol. 195 Issue 3, p976-1006. 31p.
Publication Year :
2022

Abstract

In this paper, we consider the global uniqueness and solvability (GUS) of tensor complementarity problems for special power Lipschitz tensors (SPL-tensors). It is shown that a SPL-tensor is a P-tensor, but not necessarily an H-tensor. And it is also proved that tensor complementarity problems of SPL-tensors have the GUS-property. In addition, we propose modulus-based tensor splitting methods to solve the tensor complementarity problem. We consider both stand and accelerated tensor splitting methods for solving the reformulated fixed-point equations of tensor complementarity problems. The convergence analysis of two classes of modulus-based iterative methods is discussed when the system tensors are power Lipschitz tensors. Numerical examples are given to illustrate the effectiveness and efficiency of the presented approaches. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00223239
Volume :
195
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Optimization Theory & Applications
Publication Type :
Academic Journal
Accession number :
160256338
Full Text :
https://doi.org/10.1007/s10957-022-02089-w