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Fixed-Time Gradient Flows for Solving Constrained Optimization:A Unified Approach

Xinli Shi Xiangping Xu Guanghui Wen Jinde Cao

自动化学报（英文版）2024，Vol.11Issue(8)：1849-1864,16.

自动化学报（英文版）2024，Vol.11Issue(8)：1849-1864,16.DOI:10.1109/JAS.2023.124089

Fixed-Time Gradient Flows for Solving Constrained Optimization:A Unified Approach

Xinli Shi ¹Xiangping Xu ²Guanghui Wen ²Jinde Cao²

作者信息

1. School of Cyber Science and Engineering,Southeast University,Nanjing 210096,China
2. School of Mathematics,Southeast University,Nanjing 210096,China
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摘要

关键词

Consensus/constrained optimization/disturbance rejection/linear equations/fixed-time gradient flow(FxTGF)

Key words

Consensus/constrained optimization/disturbance rejection/linear equations/fixed-time gradient flow(FxTGF)

引用本文复制引用

Xinli Shi,Xiangping Xu,Guanghui Wen,Jinde Cao..Fixed-Time Gradient Flows for Solving Constrained Optimization:A Unified Approach[J].自动化学报（英文版）,2024,11(8):1849-1864,16.

基金项目

This work was supported by the National Key Research and Development Program of China(2020YFA0714300),the National Natural Science Foundation of China(62003084,62203108,62073079),the Natural Science Foundation of Jiangsu Province of China(BK20200355),the General Joint Fund of the Equipment Advance Research Program of Ministry of Education(8091B022114),Jiangsu Province Excellent Postdoctoral Prog-ram(2022ZB131),and China Postdoctoral Science Foundation(2022M72 0720,2023T160105). （2020YFA0714300）

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