supported by the National Natural Science Foundation of China(Nos.12001430,11972292 and 12161053);the China Postdoctoral Science Foundation(No.2020M683545);the Guangdong Basic and Applied Basic Research Foundation(No.2023A1515012405).
This work is devoted to studying an accelerated stochastic Peaceman–Rachford splitting method(AS-PRSM)for solving a family of structural empirical risk minimization problems.The objective function to be optimized is ...
supported by the National Natural Science Foundation of China(No.12171106);the Natural Science Foundation of Guangxi Province(Nos.2020GXNSFDA238017 and 2018GXNSFFA281007).
This work is about a splitting method for solving a nonconvex nonseparable optimization problem with linear constraints,where the objective function consists of two separable functions and a coupled term.First,based o...
supported by the Natural Science Foundation of Jiangsu Province (Grant No.BK20210267);supported by the National Natural Science Foundation of China (Grant No.11971239);the Natural Science Foundation of the Higher Education Institutions of Jiangsu Province (Grant No.21KJA110002);supported by the National Natural Science Foundation of China (Grant Nos.12131004,11625105).
The Peaceman-Rachford splitting method is efficient for minimizing a convex optimization problem with a separable objective function and linear constraints.However,its convergence was not guaranteed without extra requ...
funding from the Key Laboratory Foundation of National Defence Technology under Grant 61424010208;National Natural Science Foundation of China(Nos.62002276,41911530242 and 41975142);5150 Spring Specialists(05492018012 and 05762018039);Major Program of the National Social Science Fund of China(Grant No.17ZDA092);333 High-LevelTalent Cultivation Project of Jiangsu Province(BRA2018332);Royal Society of Edinburgh,UK andChina Natural Science Foundation Council(RSE Reference:62967)_Liu)_2018)_2)under their Joint International Projects Funding Scheme and Basic Research Programs(Natural Science Foundation)of Jiangsu Province(BK20191398 and BK20180794).
Accurate precipitation nowcasting can provide great convenience to the public so they can conduct corresponding arrangements in advance to deal with the possible impact of upcoming heavy rain.Recent relevant research ...