Residential College | false |
Status | 已發表Published |
An inexact alternating direction method of multipliers for a kind of nonlinear complementarity problems | |
He, Jie Wen; Lei, Chi Chon; Shi, Chen Yang; Vong, Seak Weng | |
2021-09-01 | |
Source Publication | Numerical Algebra Control and Optimization |
ISSN | 2155-3289 |
Volume | 11Issue:3Pages:353 - 362 |
Abstract | Many kinds of practical problems can be formulated as nonlin-ear complementarity problems. In this paper, an inexact alternating direction method of multipliers for the solution of a kind of nonlinear complementar-ity problems is proposed. The convergence analysis of the method is given. Numerical results confirm the theoretical analysis, and show that the proposed method can be more efficient and faster than the modulus-based Jacobi, Gauss-Seidel and Successive Overrelaxation method when the dimension of the problem being solved is large. |
Keyword | Augmented Lagrangian Inexact Alternating Direction Method Iterative Methods Non-linear Complementarity Problem Symmetric Positive Definite |
DOI | 10.3934/naco.2020030 |
URL | View the original |
Indexed By | ESCI |
Language | 英語English |
WOS Research Area | Mathematics |
WOS Subject | Mathematics, Applied |
WOS ID | WOS:000640074000002 |
Publisher | AMER INST MATHEMATICAL SCIENCES-AIMS, PO BOX 2604, SPRINGFIELD, MO 65801-2604 |
Scopus ID | 2-s2.0-85108661854 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF MATHEMATICS |
Corresponding Author | Shi, Chen Yang |
Affiliation | Department of Mathematics, University of Macau Avenida da Universidade, Taipa, Macau, China |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | He, Jie Wen,Lei, Chi Chon,Shi, Chen Yang,et al. An inexact alternating direction method of multipliers for a kind of nonlinear complementarity problems[J]. Numerical Algebra Control and Optimization, 2021, 11(3), 353 - 362. |
APA | He, Jie Wen., Lei, Chi Chon., Shi, Chen Yang., & Vong, Seak Weng (2021). An inexact alternating direction method of multipliers for a kind of nonlinear complementarity problems. Numerical Algebra Control and Optimization, 11(3), 353 - 362. |
MLA | He, Jie Wen,et al."An inexact alternating direction method of multipliers for a kind of nonlinear complementarity problems".Numerical Algebra Control and Optimization 11.3(2021):353 - 362. |
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