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Flow pattern analysis of linear gradient flow distribution 被引量:1
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作者 Da-ming LI Xiao-yu LI +1 位作者 Yan-qing LI R.J.FARAHANI 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2015年第1期81-106,共26页
This paper uses the Oseen transformation to solve the differential equations governing motion of the vertical linear gradient flow distribution close to a wall surface. The Navier-Stokes equations are used to consider... This paper uses the Oseen transformation to solve the differential equations governing motion of the vertical linear gradient flow distribution close to a wall surface. The Navier-Stokes equations are used to consider the inertia term along the flow direction. A novel contour integral method is used to solve the complex Airy function. The boundary conditions of linear gradient flow distribution for finite problems are determined. The vorticity function, the pressure function, and the turbulent velocity profiles are provided, and the stability of particle trajectories is studied. An Lx-function form of the third derivative circulation is used to to simplify the solution. Theoretical results are compared with the experimental measurements with satisfactory agreement. 展开更多
关键词 linear gradient distribution flow contour integral stability analysis Airyfunction Oseen transformation
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Accurate assessment of antibiotic susceptibility and screening resistant strains of a bacterial population by linear gradient plate 被引量:4
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作者 LIU YuQing LI JingRan +8 位作者 DU JiaFa HU Ming BAI Hua QI Jing GAO Chao WEI TianTian SU Hong JIN JianLing GAO PeiJi 《Science China(Life Sciences)》 SCIE CAS 2011年第10期953-960,共8页
The dynamics of a bacterial population exposed to the minimum inhibitory concentration (MIC) of an antibiotic is an important issue in pharmacological research. Therefore, a novel antibiotic susceptibility test is u... The dynamics of a bacterial population exposed to the minimum inhibitory concentration (MIC) of an antibiotic is an important issue in pharmacological research. Therefore, a novel antibiotic susceptibility test is urgently needed that can both precisely determine the MIC and accurately select antibiotic-resistant strains from clinical bacterial populations. For this purpose, we developed a method based on Fick's laws of diffusion using agar plates containing a linear gradient of antibiotic. The gradient plate contained two layers. The bottom layer consisted of 15 mL agar containing the appropriate concentration of enrofloxacin and allowed to harden in the form of a wedge with the plate slanted such that the entire bottom was just covered. The upper layer consisted of 15 mL plain nutrient agar added with the plate held in the horizontal position. After allowing vertical diffusion of the drug from the bottom agar layer for 12 h, the enrofloxacin concentration was diluted in proportion to the ratio of the agar layer thicknesses. The uniform linear concentration gradient was verified by measuring the enrofloxacin concentration on the agar surface. When heavy bacterial suspensions were spread on the agar surface and incubated for more than 12 h, only resistant cells were able to form colonies beyond the boundary of confluent growth of susceptible cells. In this way, the true MIC of enrofloxacin was determined. The MICs obtained using this linear gradient plate were consistent with those obtained using conventional antibiotic susceptibility tests. Discrete colonies were then spread onto a gradient plate with higher antibiotic concentrations; the boundary line increased significantly, and gene mutations conferring resistance were identified. This new method enables the rapid identification of resistant strains in the bacterial population. Use of the linear gradient plate can easily identify the precise MIC and reveal the dynamic differentiation of bacteria near the MIC. This method allows the study of genetic and physiological characteristics of individual strains, and may be useful for early warning of antibiotic resistance that may occur after use of certain antirnicrobial agents, and guide clinical treatment. 展开更多
关键词 linear gradient plate E. coli ENROFLOXACIN MIC resistant strain
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A Node-Based Smoothed Finite Element Method with Linear Gradient Fields for Elastic Obstacle Scattering Problems
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作者 Junhong Yue Yu Wang +1 位作者 Yan Li Ming Li 《Advances in Applied Mathematics and Mechanics》 SCIE 2023年第6期1562-1601,共40页
In this paper,a node-based smoothed finite element method(NS-FEM)with linear gradient fields(NS-FEM-L)is presented to solve elastic wave scattering by a rigid obstacle.By using Helmholtz decomposition,the problem is t... In this paper,a node-based smoothed finite element method(NS-FEM)with linear gradient fields(NS-FEM-L)is presented to solve elastic wave scattering by a rigid obstacle.By using Helmholtz decomposition,the problem is transformed into a boundary value problem with coupled boundary conditions.In numerical analysis,the perfectly matched layer(PML)and transparent boundary condition(TBC)are introduced to truncate the unbounded domain.Then,a linear gradient is constructed in a node-based smoothing domain(N-SD)by using a complete order of polynomial.The unknown coefficients of the smoothed linear gradient function can be solved by three linearly independent weight functions.Further,based on the weakened weak formulation,a system of linear equation with the smoothed gradient is established for NS-FEM-L with PML or TBC.Some numerical examples also demonstrate that the presented method possesses more stability and high accuracy.It turns out that the modified gradient makes the NS-FEM-L-PML and NS-FEM-L-TBC possess an ideal stiffness matrix,which effectively overcomes the instability of original NS-FEM.Moreover,the convergence rates of L 2 and H1 semi-norm errors for the two NS-FEM-L models are also higher. 展开更多
关键词 Elastic obstacle scattering Helmholtz equations perfectly matched layer transparent boundary condition NS-FEM with linear gradient
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The principle of optimization of binary mobile phase composition of multi-step linear gradient elution
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作者 ZOU Han-Fa ZHANG Yu-Kui +2 位作者 DONG Li-Fu BAO Mian-Sheng LU Pei-Zhang 《Acta Chimica Sinica English Edition》 SCIE CAS CSCD 1989年第6期511-519,共1页
The basic principle of optimal method called “moving overlapping resolution mapping Method” to select the optimal binary mobile phase composition of multi-step linear gradient liquid chromatography is discussed with... The basic principle of optimal method called “moving overlapping resolution mapping Method” to select the optimal binary mobile phase composition of multi-step linear gradient liquid chromatography is discussed with simultaneously considering effects of position of solute inside the column and mobile phase composition on peak resolution and retention value, then a BASIC program based on this principle is developed in IBM-PC computer. The validities of both principle of optimization and BASIC program are confirmed by separation of samples Containing bile acids and PAHs in RP-HPLC. 展开更多
关键词 time LENGTH The principle of optimization of binary mobile phase composition of multi-step linear gradient elution
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Generation of Linear and Parabolic Concentration Gradients by Using a Christmas Tree-Shaped Microfluidic Network 被引量:2
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作者 SHEN Qilong ZHOU Qiongwei +1 位作者 LU Zhigang ZHANG Nangang 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2018年第3期244-250,共7页
This paper describes a simple method of generating concentration gradients with linear and parabolic profiles by using a Christmas tree-shaped microfluidic network.The microfluidic gradient generator consists of two p... This paper describes a simple method of generating concentration gradients with linear and parabolic profiles by using a Christmas tree-shaped microfluidic network.The microfluidic gradient generator consists of two parts:a Christmas tree-shaped network for gradient generation and a broad microchannel for detection.A two-dimensional model was built to analyze the flow field and the mass transfer in the microfluidic network.The simulating results show that a series of linear and parabolic gradient profiles were generated via adjusting relative flow rate ratios of the two source solutions(R_L^2≥0.995 and _PR^2≥0.999),which could match well with the experimental results(R_L^2≥0.987 and _PR^2≥0.996).The proposed method is promising for the generation of linear and parabolic concentration gradient profiles,with the potential in chemical and biological applications such as combinatorial chemistry synthesis,stem cell differentiation or cytotoxicity assays. 展开更多
关键词 tree-shaped network concentration gradient linear profile parabolic profile
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C^1 natural element method for strain gradient linear elasticity and its application to microstructures 被引量:2
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作者 Zhi-Feng Nie Shen-Jie Zhou +2 位作者 Ru-Jun Han Lin-Jing Xiao Kai Wang 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2012年第1期91-103,共13页
C^1 natural element method (C^1 NEM) is applied to strain gradient linear elasticity, and size effects on mi crostructures are analyzed. The shape functions in C^1 NEM are built upon the natural neighbor interpolati... C^1 natural element method (C^1 NEM) is applied to strain gradient linear elasticity, and size effects on mi crostructures are analyzed. The shape functions in C^1 NEM are built upon the natural neighbor interpolation (NNI), with interpolation realized to nodal function and nodal gradient values, so that the essential boundary conditions (EBCs) can be imposed directly in a Galerkin scheme for partial differential equations (PDEs). In the present paper, C^1 NEM for strain gradient linear elasticity is constructed, and sev- eral typical examples which have analytical solutions are presented to illustrate the effectiveness of the constructed method. In its application to microstructures, the size effects of bending stiffness and stress concentration factor (SCF) are studied for microspeciem and microgripper, respectively. It is observed that the size effects become rather strong when the width of spring for microgripper, the radius of circular perforation and the long axis of elliptical perforation for microspeciem come close to the material characteristic length scales. For the U-shaped notch, the size effects decline obviously with increasing notch radius, and decline mildly with increasing length of notch. 展开更多
关键词 Strain gradient linear elasticity C^1 natural element method Sibson interpolation Microstructures Size effects
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GRADIENT ESTIMATES AND LIOUVILLE THEOREMS FOR LINEAR AND NONLINEAR PARABOLIC EQUATIONS ON RIEMANNIAN MANIFOLDS 被引量:1
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作者 朱晓宝 《Acta Mathematica Scientia》 SCIE CSCD 2016年第2期514-526,共13页
In this article, we will derive local elliptic type gradient estimates for positive solutions of linear parabolic equations (△-e/et)u(x,t)+q(x,t)u^p(x,t)=0 and nonlinear parabolic equations (△-e/et)u(x,... In this article, we will derive local elliptic type gradient estimates for positive solutions of linear parabolic equations (△-e/et)u(x,t)+q(x,t)u^p(x,t)=0 and nonlinear parabolic equations (△-e/et)u(x,t)+h(x,t)u^p(x,t)=0(p 〉 1) on Riemannian manifolds.As applications, we obtain some theorems of Liouville type for positive ancient solutions of such equations. Our results generalize that of Souplet-Zhang ([1], Bull. London Math. Soc. 38(2006), 1045-1053) and the author ([2], Nonlinear Anal. 74 (2011), 5141-5146). 展开更多
关键词 gradient estimate linear parabolic equation nonlinear parabolic equation Liouville type theorem
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Multi-segment linear gradient optimization strategy based on resolution map in HPLC
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作者 Andreas Seidel-Morgenstern 《Science China Chemistry》 SCIE EI CAS 2006年第4期315-325,共11页
Based on the mechanism of chromatographic retention (the relationship between the retention of solute and the mobile phase conditions) and method of resolution map, several methods of optimizing multi-segment linear g... Based on the mechanism of chromatographic retention (the relationship between the retention of solute and the mobile phase conditions) and method of resolution map, several methods of optimizing multi-segment linear gradient elution conditions were proposed according to the different separation requirements of various samples. These methods were verified using literature data. Moreover, the advantages and disadvantages of these methods were compared. It was proved that the third method is a fast optimization method which is capable of separating all the components with relatively high resolution. 展开更多
关键词 optimization multi-segment linear gradient RESOLUTION map LIQUID chromatography.
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Linear Regression and Gradient Descent Method for Electricity Output Power Prediction
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作者 Yuanliang Liao 《Journal of Computer and Communications》 2019年第12期31-36,共6页
Regulating the power output for a power plant as demand for electricity fluctuates throughout the day is important for both economic purpose and the safety of the generator. In this work, gradient descent method toget... Regulating the power output for a power plant as demand for electricity fluctuates throughout the day is important for both economic purpose and the safety of the generator. In this work, gradient descent method together with regularization is investigated to study the electricity output related to vacuum level and temperature in the turbine. Ninety percent of the data was used to train the regression parameters while the remaining ten percent was used for validation. Final results showed that 99% accuracy could be obtained with this method. This opens a new window for electricity output prediction for power plants. 展开更多
关键词 Machine Learning linear ALGEBRA linear Regression gradient DESCENT Error Analysis
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High-efciency improved symmetric successive over-relaxation preconditioned conjugate gradient method for solving large-scale finite element linear equations 被引量:1
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作者 李根 唐春安 李连崇 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2013年第10期1225-1236,共12页
Fast solving large-scale linear equations in the finite element analysis is a classical subject in computational mechanics. It is a key technique in computer aided engineering (CAE) and computer aided manufacturing ... Fast solving large-scale linear equations in the finite element analysis is a classical subject in computational mechanics. It is a key technique in computer aided engineering (CAE) and computer aided manufacturing (CAM). This paper presents a high-efficiency improved symmetric successive over-relaxation (ISSOR) preconditioned conjugate gradient (PCG) method, which maintains lelism consistent with the original form. Ideally, the by 50% as compared with the original algorithm. the convergence and inherent paralcomputation can It is suitable for be reduced nearly high-performance computing with its inherent basic high-efficiency operations. By comparing with the numerical results, it is shown that the proposed method has the best performance. 展开更多
关键词 improved preconditioned conjugate gradient (PCG) method conjugate gradient method large-scale linear equation finite element method
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A New Conjugate Gradient Projection Method for Solving Stochastic Generalized Linear Complementarity Problems 被引量:2
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作者 Zhimin Liu Shouqiang Du Ruiying Wang 《Journal of Applied Mathematics and Physics》 2016年第6期1024-1031,共8页
In this paper, a class of the stochastic generalized linear complementarity problems with finitely many elements is proposed for the first time. Based on the Fischer-Burmeister function, a new conjugate gradient proje... In this paper, a class of the stochastic generalized linear complementarity problems with finitely many elements is proposed for the first time. Based on the Fischer-Burmeister function, a new conjugate gradient projection method is given for solving the stochastic generalized linear complementarity problems. The global convergence of the conjugate gradient projection method is proved and the related numerical results are also reported. 展开更多
关键词 Stochastic Generalized linear Complementarity Problems Fischer-Burmeister Function Conjugate gradient Projection Method Global Convergence
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多目标Proximal-Gradient算法的收敛性分析
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作者 张世豪 张露方 李尹 《杭州师范大学学报(自然科学版)》 2025年第6期657-663,共7页
为研究求解无约束多目标优化问题的Proximal-Gradient算法的收敛性问题,对经典Polyak-Lojasiewicz不等式(P-L不等式)、近点P-L不等式及多目标近点P-L不等式进行推广,引入了带有指数的多目标近点P-L不等式(多目标广义近点P-L不等式).在... 为研究求解无约束多目标优化问题的Proximal-Gradient算法的收敛性问题,对经典Polyak-Lojasiewicz不等式(P-L不等式)、近点P-L不等式及多目标近点P-L不等式进行推广,引入了带有指数的多目标近点P-L不等式(多目标广义近点P-L不等式).在目标函数的可微部分满足梯度Lipschitz连续条件,以及多目标广义P-L不等式成立的条件下,得到了Proximal-Gradient算法的收敛性结果,并在引入指数为1的情况下,得到了Proximal-Gradient算法的线性收敛性. 展开更多
关键词 多目标优化 Proximal-gradient算法 收敛速率 线性收敛
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GLOBAL CONVERGENCE RESULTS OF A THREE TERM MEMORY GRADIENT METHOD WITH A NON-MONOTONE LINE SEARCH TECHNIQUE 被引量:12
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作者 孙清滢 《Acta Mathematica Scientia》 SCIE CSCD 2005年第1期170-178,共9页
In this paper, a new class of three term memory gradient method with non-monotone line search technique for unconstrained optimization is presented. Global convergence properties of the new methods are discussed. Comb... In this paper, a new class of three term memory gradient method with non-monotone line search technique for unconstrained optimization is presented. Global convergence properties of the new methods are discussed. Combining the quasi-Newton method with the new method, the former is modified to have global convergence property. Numerical results show that the new algorithm is efficient. 展开更多
关键词 Non-linear programming three term memory gradient method convergence non-monotone line search technique numerical experiment
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Robust Lane Detection in Shadows and Low Illumination Conditions using Local Gradient Features 被引量:4
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作者 Avishek Parajuli Mehmet Celenk H. Bryan Riley 《Open Journal of Applied Sciences》 2013年第1期68-74,共7页
This paper presents a method for lane boundaries detection which is not affected by the shadows, illumination and un-even road conditions. This method is based upon processing grayscale images using local gradient fea... This paper presents a method for lane boundaries detection which is not affected by the shadows, illumination and un-even road conditions. This method is based upon processing grayscale images using local gradient features, characteris-tic spectrum of lanes, and linear prediction. Firstly, points on the adjacent right and left lane are recognized using the local gradient descriptors. A simple linear prediction model is deployed to predict the direction of lane markers. The contribution of this paper is the use of vertical gradient image without converting into binary image(using suitable thre-shold), and introduction of characteristic lane gradient spectrum within the local window to locate the preciselane marking points along the horizontal scan line over the image. Experimental results show that this method has greater tolerance to shadows and low illumination conditions. A comparison is drawn between this method and recent methods reported in the literature. 展开更多
关键词 LOCAL gradient Features LANE Detection linear Prediction CHARACTERISTIC SPECTRUM
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Fully Nonlinear Boussinesq-Type Equations with Optimized Parameters for Water Wave Propagation
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作者 荆海晓 刘长根 +1 位作者 龙文 陶建华 《China Ocean Engineering》 SCIE EI CSCD 2015年第4期503-518,共16页
For simulating water wave propagation in coastal areas, various Boussinesq-type equations with improved properties in intermediate or deep water have been presented in the past several decades. How to choose proper Bo... For simulating water wave propagation in coastal areas, various Boussinesq-type equations with improved properties in intermediate or deep water have been presented in the past several decades. How to choose proper Boussinesq-type equations has been a practical problem for engineers. In this paper, approaches of improving the characteristics of the equations, i.e. linear dispersion, shoaling gradient and nonlinearity, are reviewed and the advantages and disadvantages of several different Boussinesq-type equations are compared for the applications of these Boussinesq-type equations in coastal engineering with relatively large sea areas. Then for improving the properties of Boussinesq-type equations, a new set of fully nonlinear Boussinseq-type equations with modified representative velocity are derived, which can be used for better linear dispersion and nonlinearity. Based on the method of minimizing the overall error in different ranges of applications, sets of parameters are determined with optimized linear dispersion, linear shoaling and nonlinearity, respectively. Finally, a test example is given for validating the results of this study. Both results show that the equations with optimized parameters display better characteristics than the ones obtained by matching with pad6 approximation. 展开更多
关键词 Boussinesq-type equations linear dispersion shoaling gradient NONlinearITY
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A NEW GRADIENT PROJECTION METHOD AND ITS CONVERGENCE
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作者 时贞军 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 1995年第1期91-106,共16页
In this paper, by using a new projection, we construct a variant of Zhang’s algorithm and prove its convergence. Specially, the variant of Zhang’s algorithm has quadratic termination and superlinear convergence rale... In this paper, by using a new projection, we construct a variant of Zhang’s algorithm and prove its convergence. Specially, the variant of Zhang’s algorithm has quadratic termination and superlinear convergence rale under certain conditions. Zhang’s algorithm hasn’t these properties. 展开更多
关键词 linear CONSTRAINED optimization problem gradient PROJECTION method GLOBALCONVERGENCE SUPERlinear CONVERGENCE rale.
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PROPERTIES AND ALGORITHM ON PRECONDITIONED CONJUGATE GRADIENT METHOD
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作者 田伶改 《Numerical Mathematics A Journal of Chinese Universities(English Series)》 SCIE 2004年第1期24-30,共7页
Some properties of the preconditioned gradient conjugate method are given.It may happen that loss of significant digits, when the norm of residual is very small. To avoid this, a variant algorithm which does not use t... Some properties of the preconditioned gradient conjugate method are given.It may happen that loss of significant digits, when the norm of residual is very small. To avoid this, a variant algorithm which does not use the residual is put forward. 展开更多
关键词 共轭梯度算法 线性代数方程 对称正极有限系统 有效数位 三角矩阵
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基于机器学习的Budyko框架流域时变特征参数估计 被引量:1
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作者 薛联青 陈雨欣 +1 位作者 刘远洪 杨明杰 《水资源保护》 北大核心 2025年第4期10-18,41,共10页
为分析黄河中游Budyko框架流域特征参数的时空变化,并捕捉不同因素对流域特征参数的影响,基于黄河中游8个子流域的径流、气象和人类活动数据,分区构建多元线性回归(MLR)、梯度提升(GB)和随机森林(RF)模型,对傅抱璞方程中的流域特征参数... 为分析黄河中游Budyko框架流域特征参数的时空变化,并捕捉不同因素对流域特征参数的影响,基于黄河中游8个子流域的径流、气象和人类活动数据,分区构建多元线性回归(MLR)、梯度提升(GB)和随机森林(RF)模型,对傅抱璞方程中的流域特征参数ω进行模拟。通过交叉验证选择表现最优的模型,识别对ω影响显著的主要控制因素,并进一步将最优模型纳入水热耦合平衡方程,构建时变Budyko框架,量化气候变化和下垫面变化对径流的贡献率。结果表明:3种模型中,RF模型在模拟ω时优于MLR和GB模型;1980—2019年各子流域ω值均呈增大趋势,ω主要受不透水面面积、人口和地区生产总值等人类活动因素的控制,在气候因素中潜在蒸散发是重要的控制因素;下垫面变化是黄河中游大多数子流域径流变化的主要驱动因素,然而气候变化对沁河子流域的影响略强于下垫面变化。 展开更多
关键词 Budyko框架 流域特征参数 多元线性回归模型 梯度提升模型 随机森林模型 黄河中游
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Global Convergence of a Hybrid Conjugate Gradient Method
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作者 吴雪莎 《Chinese Quarterly Journal of Mathematics》 2015年第3期408-415,共8页
Conjugate gradient method is one of successful methods for solving the unconstrained optimization problems. In this paper, absorbing the advantages of FR and CD methods, a hybrid conjugate gradient method is proposed.... Conjugate gradient method is one of successful methods for solving the unconstrained optimization problems. In this paper, absorbing the advantages of FR and CD methods, a hybrid conjugate gradient method is proposed. Under the general Wolfe linear searches, the proposed method can generate the sufficient descent direction at each iterate,and its global convergence property also can be established. Some preliminary numerical results show that the proposed method is effective and stable for the given test problems. 展开更多
关键词 CONJUGATE gradient method general Wolfe linear search SUFFICIENT DESCENT condition global CONVERGENCE
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Spectral Gradient Algorithm Based on the Generalized Fiser-Burmeister Function for Sparse Solutions of LCPS
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作者 Chang Gao Zhensheng Yu Feiran Wang 《Open Journal of Statistics》 2015年第6期543-551,共9页
This paper considers the computation of sparse solutions of the linear complementarity problems LCP(q, M). Mathematically, the underlying model is NP-hard in general. Thus an lp(0 p < 1) regularized minimization mo... This paper considers the computation of sparse solutions of the linear complementarity problems LCP(q, M). Mathematically, the underlying model is NP-hard in general. Thus an lp(0 p < 1) regularized minimization model is proposed for relaxation. We establish the equivalent unconstrained minimization reformation of the NCP-function. Based on the generalized Fiser-Burmeister function, a sequential smoothing spectral gradient method is proposed to solve the equivalent problem. Numerical results are given to show the efficiency of the proposed method. 展开更多
关键词 linear Complementarity Problem SPARSE Solution SPECTRAL gradient GENERALIZED Fischer-Burmeister
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