Updating QR factorization technique for solution of saddle point problems

被引:0
|
作者
Zeb, Salman [1 ]
Yousaf, Muhammad [1 ]
Khan, Aziz [2 ]
Abdalla, Bahaaeldin
Abdeljawad, Thabet [2 ,3 ]
机构
[1] Univ Malakand, Dept Math, Chakdara 18800, Dir Lower, Pakistan
[2] Prince Sultan Univ, Dept Math & Sci, POB 66833, Riyadh 11586, Saudi Arabia
[3] China Med Univ, Dept Med Res, Taichung 40402, Taiwan
来源
AIMS MATHEMATICS | 2023年 / 8卷 / 01期
关键词
saddle point problem; QR factorization; Householder reflection; updating; NUMERICAL-SOLUTION; PRECONDITIONERS; ALGORITHMS; SYSTEMS;
D O I
10.3934/math.2023085
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider saddle point problem and proposed an updating QR factorization technique for its solution. In this approach, instead of working with large system which may have a number of complexities such as memory consumption and storage requirements, we computed QR factorization of � � matrix A and then updated its upper triangular factor R by appending the matrices B and BT -C to obtain the solution. The QR factorization updated process consisting of updating of the upper triangular factor R and avoid the involvement of orthogonal factor Q due to its expensive storage requirements. This technique is also suited as an updating strategy when QR factorization of matrix A is available and it is required that matrices of similar nature be added to its right end or at bottom position for solving the modified problems. Numerical tests are carried out to demonstrate the applications and accuracy of the proposed approach.
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页码:1672 / 1681
页数:10
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