STEP-SIZE

作品数:28被引量:46H指数:4
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Distributed Optimization and Scaling Design for Solving Sylvester Equations
《Journal of Systems Science & Complexity》2024年第6期2487-2510,共24页CHENG Songsong YU Xin ZENG Xianlin LIANG Shu HONG Yiguang 
supported in part by the National Natural Science Foundation of China under Grant Nos.62103003,72171171,62073035,61973002;in part by the Anhui Provincial Natural Science Foundation under Grant No.2008085J32。
This paper develops distributed algorithms for solving Sylvester equations.The authors transform solving Sylvester equations into a distributed optimization problem,unifying all eight standard distributed matrix struc...
关键词:Distributed optimization least squares solution linear convergence rate step-size interval Sylvester equation 
MODIFIED STOCHASTIC EXTRAGRADIENT METHODS FOR STOCHASTIC VARIATIONAL INEQUALITY
《Journal of Computational Mathematics》2024年第2期390-414,共25页Ling Zhang Lingling Xu 
supported by the National Natural Science Foundation of China(NSFC)(Gra No.11971238).
In this paper,we consider two kinds of extragradient methods to solve the pseudo-monotone stochastic variational inequality problem.First,we present the modified stochastic extragradient method with constant step-size...
关键词:Stochastic variational inequality Pseudo-monotone Modified stochastic ex-tragradient methods Adaptive step-size 
Spline adaptive filtering algorithm based on different iterative gradients:Performance analysis and comparison被引量:1
《Journal of Automation and Intelligence》2023年第1期1-13,共13页Sihai Guan Bharat Biswal 
supported by the National Natural Science Foundation of China(61871420);the Natural Science Foundation of Sichuan Province,China(23NSFSC2916);the introduction of talent,Southwest MinZu University,China,funding research projects start(RQD2021064).
Two novel spline adaptive filtering(SAF)algorithms are proposed by combining different iterative gradient methods,i.e.,Adagrad and RMSProp,named SAF-Adagrad and SAF-RMSProp,in this paper.Detailed convergence performan...
关键词:Spline adaptive filter Multi-types iterative gradients STEP-SIZE Noise types Real datasets 
Predicting wing-pylon-nacelle configuration flutter characteristics using adaptive continuation method
《Advances in Aerodynamics》2023年第1期428-451,共24页Qijing Yu M.Damodaran B.C.Khoo 
the Innovation Fund of the Engineering Research Center of Integration and Application of Digital Learning Technology,Ministry of Education(1221043);the Youth Research Project-The Open University of China(Q21A0009);the Adult continuing education research program-China Adult Education Association(2021-326Y).
In this study,the aeroelastic response of a wing-pylon-nacelle system in subsonic and low supersonic flow regimes is analyzed using the continuation method in conjunction with an adaptive step size control algorithm.I...
关键词:Aeroelasticity Continuation method with adaptive step-size FLUTTER 
Variable step-size adaptive filtering algorithm based on an exponent sin function
《The Journal of China Universities of Posts and Telecommunications》2023年第1期56-65,共10页Guan Sihai Cheng Qing Zhao Yong Liu Fangyao 
This paper proposes a robust adaptive filter based on the exponent sin cost to improve the capability against Gaussian or multiple types of non-Gaussian noises of the adaptive filtering algorithm when dealing with tim...
关键词:adaptive filter the EXPONENT SIN FUNCTION variable STEP-SIZE time-varying/ time-invariant multiple types of NOISES 
Coupled-generalized nonlinear Schr¨odinger equations solved by adaptive step-size methods in interaction picture
《Chinese Physics B》2023年第2期332-340,共9页陈磊 李磐 刘河山 余锦 柯常军 罗子人 
supported by the National Key Research and Development Program of China (Grant Nos. 2021YFC2201803 and 2020YFC2200104)。
We extend two adaptive step-size methods for solving two-dimensional or multi-dimensional generalized nonlinear Schr ¨odinger equation(GNLSE): one is the conservation quantity error adaptive step-control method(RK4IP...
关键词:nonlinear optics optical propagation in nonlinear media coupled-generalized nonlinear Schr?dinger equations(C-GNLSE) adaptive step-size methods 
Adaptive step-size forward advection method for aerosol process simulation
《International Journal of Digital Earth》2023年第1期937-964,共28页Yuang Wu Shuo Liu Bowen Shu Weichao Sun Sheng Wang Hongyang Zhang Chenchen Chen 
supported by National Key Research and Development Program of China [grant numbers 2020YFF0400405].
Outdoor aerosol processes are often associated with disasters and diseases,which threaten human life and health.Outdoor aerosols are afluid system affected by meteorological conditions and three-dimensional complex te...
关键词:Virtual geographical environments aerosol prediction finite difference method fluid simulation adaptive algorithms 
Distributed Nonsmooth Convex Optimization over Markovian Switching Random Networks with Two Step-Sizes被引量:2
《Journal of Systems Science & Complexity》2021年第4期1324-1344,共21页YI Peng LI Li 
sponsored by Shanghai Sailing Program under Grant Nos.20YF1453000 and 20YF1452800;the National Natural Science Foundation of China under Grant No.62003239;the Fundamental Research Funds for the Central Universities under Grant Nos.22120200047 and 22120200048。
This paper investigates the distributed convex optimization problem over a multi-agent system with Markovian switching communication networks.The objective function is the sum of each agent’s local nonsmooth objectiv...
关键词:Distributed optimization random graphs two time-scale algorithm 
Distributed fixed step-size algorithm for dynamic economic dispatch with power flow limits被引量:3
《Science China(Information Sciences)》2021年第1期106-118,共13页Kun WANG Zao FU Qian XU Duxin CHEN Lei WANG Wenwu YU 
In this study,a discrete-time distributed algorithm is proposed for solving the dynamic economic dispatch problem with active power flow limits and transmission line loss.To avoid the communication burden and implemen...
关键词:dynamic economic dispatch distributed optimization discrete-time algorithm active power flow limit transmission line loss 
Examination of the Run-Time Differences between the EGSnrc and the EGS5 Monte Carlo Codes
《International Journal of Medical Physics, Clinical Engineering and Radiation Oncology》2020年第1期14-23,共10页Shlomi Caduri Itzhak Orion 
EGS5 Monte Carlo code is a general-purpose code for calculating photons and electrons transport for complex geometries in a wide range of energies. EGSnrc Monte Carlo code (BEAMnrc enclosed) was specially developed fo...
关键词:Simulation DOSE Radiation STEP-SIZE RADIOTHERAPY 
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