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Metrically regular mappings and its application to convergence analysis of a confined Newton-type method for nonsmooth generalized equations
Rashid, Mohammed Harunor1,2; Yuan, Ya-xiang1
2019-12-02
Source PublicationSCIENCE CHINA-MATHEMATICS
ISSN1674-7283
Pages22
AbstractNotion of metrically regular property and certain types of point-based approximations are used for solving the nonsmooth generalized equation f (x) + F(x) CONTAINS AS MEMBER 0, where X and Y are Banach spaces, and U is an open subset of X, f : U -> Y is a nonsmooth function and F : X Y is a set-valued mapping with closed graph. We introduce a confined Newton-type method for solving the above nonsmooth generalized equation and analyze the semilocal and local convergence of this method. Specifically, under the point-based approximation of f on U and metrically regular property of f + F, we present quadratic rate of convergence of this method. Furthermore, superlinear rate of convergence of this method is provided under the conditions that f admits p-point-based approximation on U and f + F is metrically regular. An example of nonsmooth functions that have p-point-based approximation is given. Moreover, a numerical experiment is given which illustrates the theoretical result.
Keywordset-valued mappings generalized equations metrically regular mapping semilocal convergence point-based approximation
DOI10.1007/s11425-019-9757-0
Indexed BySCI
Language英语
Funding ProjectCAS-President International Fellowship Initiative (PIFI), Chinese Academy of Sciences, Beijing, China ; National Natural Science Foundation of China[11688101] ; National Natural Science Foundation of China[11331012]
WOS Research AreaMathematics
WOS SubjectMathematics, Applied ; Mathematics
WOS IDWOS:000500509000002
PublisherSCIENCE PRESS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/50416
Collection中国科学院数学与系统科学研究院
Corresponding AuthorRashid, Mohammed Harunor
Affiliation1.Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, Beijing 100190, Peoples R China
2.Univ Rajshahi, Dept Math, Fac Sci, Rajshahi 6205, Bangladesh
Recommended Citation
GB/T 7714
Rashid, Mohammed Harunor,Yuan, Ya-xiang. Metrically regular mappings and its application to convergence analysis of a confined Newton-type method for nonsmooth generalized equations[J]. SCIENCE CHINA-MATHEMATICS,2019:22.
APA Rashid, Mohammed Harunor,&Yuan, Ya-xiang.(2019).Metrically regular mappings and its application to convergence analysis of a confined Newton-type method for nonsmooth generalized equations.SCIENCE CHINA-MATHEMATICS,22.
MLA Rashid, Mohammed Harunor,et al."Metrically regular mappings and its application to convergence analysis of a confined Newton-type method for nonsmooth generalized equations".SCIENCE CHINA-MATHEMATICS (2019):22.
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