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The PPADMM Method for Solving Quadratic Programming Problems.
- Source :
-
Mathematics (2227-7390) . May2021, Vol. 9 Issue 9, p941-941. 1p. - Publication Year :
- 2021
-
Abstract
- In this paper, a preconditioned and proximal alternating direction method of multipliers (PPADMM) is established for iteratively solving the equality-constraint quadratic programming problems. Based on strictly matrix analysis, we prove that this method is asymptotically convergent. We also show the connection between this method with some existing methods, so it combines the advantages of the methods. Finally, the numerical examples show that the algorithm proposed is efficient, stable, and flexible for solving the quadratic programming problems with equality constraint. [ABSTRACT FROM AUTHOR]
- Subjects :
- *QUADRATIC programming
*ALGORITHMS
Subjects
Details
- Language :
- English
- ISSN :
- 22277390
- Volume :
- 9
- Issue :
- 9
- Database :
- Academic Search Index
- Journal :
- Mathematics (2227-7390)
- Publication Type :
- Academic Journal
- Accession number :
- 150366946
- Full Text :
- https://doi.org/10.3390/math9090941