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Progressive iterative approximation with preconditioners

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成果类型:
期刊论文
作者:
Liu, Chengzhi;Liu, Zhongyun*
通讯作者:
Liu, Zhongyun
作者机构:
[Liu, Chengzhi] Cent South Univ, Sch Math & Stat, Changsha 410083, Peoples R China.
[Liu, Chengzhi] Hunan Univ Humanities Sci & Technol, Sch Math & Finance, Loudi 417000, Peoples R China.
[Liu, Zhongyun] Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410076, Peoples R China.
通讯机构:
[Liu, Zhongyun] C
Changsha Univ Sci & Technol, Sch Math & Stat, Changsha 410076, Peoples R China.
语种:
英文
关键词:
PIA;WPIA;diagonally compensated reduction;preconditioner;inexact solver;convergence
期刊:
Mathematics
ISSN:
2227-7390
年:
2020
卷:
8
期:
9
页码:
1503
基金类别:
This research was funded by the National Natural Science Foundation of China (grant numbers 11371075 and 11771453), the Hunan Key Laboratory of mathematical modeling and analysis in engineering, Natural Science Foundation of Hunan Province (grant number 2020JJ5267) and the Scientific Research Funds of Hunan Provincial Education Department (grant number 18C877). Funding: This research was funded by the National Natural Science Foundation of China (grant numbers 11371075 and 11771453), the Hunan Key Laboratory of mathematical modeling and analysis in engineering, Natural Science Foundation of Hunan Province (grant number 2020JJ5267) and the Scientific Research Funds of Hunan Provincial Education Department (grant number 18C877).
机构署名:
本校为通讯机构
院系归属:
数学与统计学院
摘要:
The progressive iterative approximation (PIA) plays an important role in curve and surface fitting. By using the diagonally compensated reduction of the collocation matrix, we propose the preconditioned progressive iterative approximation (PPIA) to improve the convergence rate of PIA. For most of the normalized totally positive bases, we show that the presented PPIA can accelerate the convergence rate significantly in comparison with the weighted progressive iteration approximation (WPIA) and the progressive iterative approximation with differe...

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