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题名

SECOND-ORDER OPTIMALITY CONDITIONS FOR GENERAL NONCONVEX OPTIMIZATION PROBLEMS AND VARIATIONAL ANALYSIS OF DISJUNCTIVE SYSTEMS

作者
发表日期
2023
DOI
发表期刊
ISSN
1052-6234
EISSN
1095-7189
卷号33期号:4页码:2625-2653
摘要
In this paper, we propose second-order sufficient optimality conditions for a very general nonconvex constrained optimization problem, which covers many prominent mathematical programs. Unlike the existing results in the literature, our conditions prove to be sufficient, for an essential local minimizer of second order, under merely basic smoothness and closedness assumptions on the data defining the problem. In the second part, we propose a comprehensive first- and second-order variational analysis of disjunctive systems and demonstrate how the second-order objects appearing in the optimality conditions can be effectively computed in this case.
© 2023 Society for Industrial and Applied Mathematics Publications. All rights reserved.
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EI ; SCI
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英语
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资助项目
\ast Received by the editors March 16, 2022; accepted for publication (in revised form) June 30, 2023; published electronically October 12, 2023. https://doi.org/10.1137/22M1484742 Funding: The first author's research was supported by the Austrian Science Fund (FWF) under grant P32832-N. The research of the third author was partially supported by NSERC. The fourth author's work was supported by the National Natural Science Foundation of China (12222106) and the Guangdong Basic and Applied Basic Research Foundation (2022B1515020082). The fifth author's work was supported by National Natural Science Foundation of China (12371305), the Young Innovation Teams of Shandong Province (2019KJI013), and the Shandong Province Natural Science Foundation (ZR2023MA020, ZR2021MA066).
WOS研究方向
Mathematics
WOS类目
Mathematics, Applied
WOS记录号
WOS:001162374600006
出版者
EI入藏号
20234515021625
EI分类号
Systems Science:961
ESI学科分类
MATHEMATICS
来源库
EV Compendex
引用统计
被引频次[WOS]:2
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/673882
专题理学院_数学系
理学院_深圳国家应用数学中心
作者单位
1.Applied Mathematics and Optimization, University of Vienna, Vienna; 1090, Austria
2.Institute of Computational Mathematics, Johannes Kepler University Linz, Linz; 4040, Austria
3.Department of Mathematics and Statistics, University of Victoria, Victoria; BC; V8W 2Y2, Canada
4.Department of Mathematics, Southern University of Science and Technology, National Center for Applied Mathematics Shenzhen, Peng Cheng Laboratory, Shenzhen; 518055, China
5.Department of Statistics, School of Mathematics and Statistics, Shandong University of Technology, Zibo; 255049, China
推荐引用方式
GB/T 7714
Benko, Matúš,Gfrerer, Helmut,Ye, Jane J.,et al. SECOND-ORDER OPTIMALITY CONDITIONS FOR GENERAL NONCONVEX OPTIMIZATION PROBLEMS AND VARIATIONAL ANALYSIS OF DISJUNCTIVE SYSTEMS[J]. SIAM Journal on Optimization,2023,33(4):2625-2653.
APA
Benko, Matúš,Gfrerer, Helmut,Ye, Jane J.,Zhang, Jin,&Zhou, Jinchuan.(2023).SECOND-ORDER OPTIMALITY CONDITIONS FOR GENERAL NONCONVEX OPTIMIZATION PROBLEMS AND VARIATIONAL ANALYSIS OF DISJUNCTIVE SYSTEMS.SIAM Journal on Optimization,33(4),2625-2653.
MLA
Benko, Matúš,et al."SECOND-ORDER OPTIMALITY CONDITIONS FOR GENERAL NONCONVEX OPTIMIZATION PROBLEMS AND VARIATIONAL ANALYSIS OF DISJUNCTIVE SYSTEMS".SIAM Journal on Optimization 33.4(2023):2625-2653.
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