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A homotopy method for solving multilinear systems with M-tensors
被引:80
|作者:
Han, Lixing
[1
]
机构:
[1] Univ Michigan Flint, Dept Math, Flint, MI 48502 USA
关键词:
M-tensor;
Multilinear system;
Homotopy method;
D O I:
10.1016/j.aml.2017.01.019
中图分类号:
O29 [应用数学];
学科分类号:
070104 ;
摘要:
Multilinear systems of equations arise in various applications, such as numerical partial differential equations, data mining, and tensor complementarity problems. In this paper, we propose a homotopy method for finding the unique positive solution to a multilinear system with a nonsingular M-tensor and a positive right side vector. We analyze the method and prove its convergence to the desired solution. We report some numerical results based on an implementation of the proposed method using a prediction-correction approach for path following. (C) 2017 Elsevier Ltd. All rights reserved.
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页码:49 / 54
页数:6
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