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