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有偏回归分析方法及其在经济管理中的应用 被引量:3
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作者 王斌会 《统计与决策》 CSSCI 北大核心 2004年第7期8-9,共2页
关键词 经济管理 有偏回归分析方 多重共线性 岭估计 主成分估计 条件数法 特征分析
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采油工程中灰色预测模型的病态性诊断 被引量:3
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作者 徐永高 《武汉理工大学学报(交通科学与工程版)》 北大核心 2004年第5期702-705,共4页
依据条件数法和特征分析法对采油工程中的灰色模型的病态性进行了分析,指出了两者在判定模型病态性方面的优劣,并根据最小二乘解析式分析了数乘变换对灰色模型参数的影响,文中还就Gershgorin定理分析了灰色模型病态的缘由。
关键词 灰色模型 病态性诊断 采油工程 条件数法 最小二乘解析 Gershgorin定理
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GLOBAL CONVERGENCE OF A CLASS OF OPTIMALLY CONDITIONED SSVM METHODS
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作者 杨正方 夏爱生 +1 位作者 韩立兴 刘光辉 《Transactions of Tianjin University》 EI CAS 1997年第1期73-76,共4页
This paper explores the convergence of a class of optimally conditioned self scaling variable metric (OCSSVM) methods for unconstrained optimization. We show that this class of methods with Wolfe line search are glob... This paper explores the convergence of a class of optimally conditioned self scaling variable metric (OCSSVM) methods for unconstrained optimization. We show that this class of methods with Wolfe line search are globally convergent for general convex functions. 展开更多
关键词 optimally conditioned self scaling variable metric methods global convergence unconstrained optimization
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LOCALIZATION ALGORITHM BASED ON MINIMUM CONDITION NUMBER FOR WIRELESS SENSOR NETWORKS 被引量:1
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作者 Du Xiaoyu Sun Lijuan +1 位作者 Xiao Fu Wang Ruchuan 《Journal of Electronics(China)》 2013年第1期25-32,共8页
During range-based self-localization of Wireless Sensor Network (WSN) nodes, the number and placement methods of beacon nodes have a great influence on the accuracy of localization. This paper proves a theorem which d... During range-based self-localization of Wireless Sensor Network (WSN) nodes, the number and placement methods of beacon nodes have a great influence on the accuracy of localization. This paper proves a theorem which describes the relationship between the placement of beacon nodes and whether the node can be located in 3D indoor environment. In fact, as the highest locating accuracy can be acquired when the beacon nodes form one or more equilateral triangles in 2D plane, we generalizes this conclusion to 3D space, and proposes a beacon nodes selection algorithm based on the minimum condition number to get the higher locating accuracy, which can minimize the influence of distance measurement error. Simulation results show that the algorithm is effective and feasible. 展开更多
关键词 Wireless Sensor Network (WSN) 3D location Beacon node Fractional steps maximumlikelihood algorithm
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Some Remarks On E'-matrices
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作者 LI Jian-ping 《Chinese Quarterly Journal of Mathematics》 CSCD 2009年第1期40-45,共6页
The class of E'-matrices introduced in [4] is a subclass of Q0-matrices whose proper principal submatrices are Q--matrices. In this paper, we investigate the relation of the class E' to other known matrix classes an... The class of E'-matrices introduced in [4] is a subclass of Q0-matrices whose proper principal submatrices are Q--matrices. In this paper, we investigate the relation of the class E' to other known matrix classes and obtain a series of necessary and sufficient conditions for E'-matrices. 展开更多
关键词 linear complementarity problem E'-matrix irreducible matrices almost E-matrices
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An Improved Semi-Orthogonal User Selection Algorithm Based on Condition Number for Multiuser MIMO Systems 被引量:1
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作者 LU Xinlu WU Jun +3 位作者 HUANG Xinlin LI Wenfeng LU Jianmin GONG Zhengwei 《China Communications》 SCIE CSCD 2014年第A01期23-30,共8页
In Multiple-Input Multiple-Out (MIMO) systems, the user selection algorithm plays an important role in the realization of multiplexing gain. In this paper, an improved Semi-orthogonal User Selection algorithm based ... In Multiple-Input Multiple-Out (MIMO) systems, the user selection algorithm plays an important role in the realization of multiplexing gain. In this paper, an improved Semi-orthogonal User Selection algorithm based on condition number is proposed. Besides, a new MIMO pre- coding scheme is designed. The proposed SUS- CN (SUS with condition number) algorithm outperforms the SUS algorithm for the selection of users with better matrix inversion property, thus a higher information rate for selected user pair is achieved. The designed MIMO precoding matrix brings benefits of the power equality at transmitted terminals, the limited dynamic range of the power over time, and a better power efficiency. The simulation results give the key insights into the im- pact of the different condition number value and users on the sum-rate capacity. 展开更多
关键词 Multiple-Input Multiple-Output sumrate capacity condition number semi-orthogonaluser selection
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Coverage Dependence of Growth Mode in Heteroepitaxy of Ni on Cu(100) Surface
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作者 WU Feng-Min LU Hang-Jun FANG Yun-Zhang HUANG Shi-Hua 《Communications in Theoretical Physics》 SCIE CAS CSCD 2008年第7期231-236,共6页
A realistic kinetic Monte Carlo (KMC) simulation model with physical parameters is developed, which well reproduces the heteroepitaxial growth of multilayered Ni thin film on Cu(100) surfaces at room temperature. ... A realistic kinetic Monte Carlo (KMC) simulation model with physical parameters is developed, which well reproduces the heteroepitaxial growth of multilayered Ni thin film on Cu(100) surfaces at room temperature. The effects of mass transport between interlayers and edge diffusion of atoms along the islands are included in the simulation model, and the surface roughness and the layer distribution versus total coverage are calculated. Speeially, the simulation model reveals the transition of growth mode with coverage and the difference between the Ni heteroepitaxy on Cu(100) and the Ni homoepitaxy on Ni(100). Through comparison of KMC simulation with the real scanning tunneling microscopy (STM) experiments, the Ehrlich-Schwoebel (ES) barrier Ees is estimated to be 0.18±0.02 eV for Ni/Cu(100) system while 0.28 eV for Ni/Ni(100). The simulation also shows that the growth mode depends strongly on the thickness of thin film and the surface temperature, and the critical thickness of growth mode transition is dependent on the growth condition such as surface temperature and deposition flux as well. 展开更多
关键词 heteroepitary growth mode ES barrier kinetic Monte Carlo simulation
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Simulation of Current Structure Interactions Using Least-Squares Finite Element Method
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作者 Shin-Jye Liang Chiung-Yang Lan Cheng-Han Tsai 《Journal of Shipping and Ocean Engineering》 2012年第4期230-237,共8页
The objective of this paper is to investigate the condition number of various formulations of LSFEM (least-squares finite element method) for SWE (shallow-water equations), and develop a better conditioned shallow... The objective of this paper is to investigate the condition number of various formulations of LSFEM (least-squares finite element method) for SWE (shallow-water equations), and develop a better conditioned shallow-water model to simulate current structure interactions. Various formulations of LSFEM for a two-dimensional vertically-averaged non-viscous shallow-water equations can be constructed, depending on the choice of norm, variables, interpolations, and possible treatment of boundary conditions. The condition number of the resulting system of equations is systematically examined and compared. It is found that condition number of the resulting system of equations depends on the choice of variables, interpolations, and size of element (h). Order reduction (UW) formulations, with introducing auxiliary variables, with low-order interpolation is better conditioned and more efficient than direct (U) formulation with high-order interpolation. However, to resolve large gradients and fine structures of flow filed, high-order methods are generally preferred. The developed shallow-water model is used to simulate flow past an elliptic hump and flow past a cylinder. Computed results are compared with other numerical solutions. 展开更多
关键词 Condition number LSFEM shallow-water model UW formulation U formulation.
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The Influence of Edge Restraining Stiffness on the Transverse Vibrations of Rectangular Plate Structures 被引量:2
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作者 靳国永 陈浩 +2 位作者 杜敬涛 杨铁军 李玩幽 《Journal of Marine Science and Application》 2010年第4期393-402,共10页
This paper presents an analytical study on the influence of edge restraining stiffness on the transverse vibrations of rectangular plate structure. An improved Fourier series method was employed to analyze the transve... This paper presents an analytical study on the influence of edge restraining stiffness on the transverse vibrations of rectangular plate structure. An improved Fourier series method was employed to analyze the transverse vibration of plate structure with general elastically restrained boundary conditions. A linear combination of a double Fourier series and eight auxiliary terms was sought as the admissible function of the flexural displacement of the plate, each term being a combination of a polynomial function and a single cosine series expansion. The auxiliary terms were introduced to ensure and improve the smoothness of the original displacement function and its derivatives at the boundaries. Several numerical examples were given to demonstrate the validity and accuracy of the current solution. The influences of translational and rotational stiffness on the natural frequencies and mode shapes of plate were analyzed by numerical results. The results show that the translational stiffness has bigger influence on the natural frequencies than the rotational stiffness. It is generally well known that little change of the rotational stiffness has little influence on the mode shapes of plate. However, the current work shows that a very little change of rotational stiffness value may lead to a large change of the mode shapes of a square plate structure. 展开更多
关键词 VIBRATION PLATE double Fourier series elastic restraints
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Mixed-Weights Least-Squares Stable Predictive Control Algorithm with Soft and Hard Constraints 被引量:3
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作者 周立芳 邵之江 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2003年第5期565-570,共6页
Mixed-weight least-squares (MWLS) predictive control algorithm, compared with quadratic programming (QP) method, has the advantages of reducing the computer burden, quick calculation speed and dealing with the case in... Mixed-weight least-squares (MWLS) predictive control algorithm, compared with quadratic programming (QP) method, has the advantages of reducing the computer burden, quick calculation speed and dealing with the case in which the optimization is infeasible. But it can only deal with soft constraints. In order to deal with hard constraints and guarantee feasibility, an improved algorithm is proposed by recalculating the setpoint according to the hard constraints before calculating the manipulated variable and MWLS algorithm is used to satisfy the requirement of soft constraints for the system with the input constraints and output constraints. The algorithm can not only guarantee stability of the system and zero steady state error, but also satisfy the hard constraints of input and output variables. The simulation results show the improved algorithm is feasible and effective. 展开更多
关键词 mixed-weight least-squares predictive control soft constraints hard constraints FEASIBILITY
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Dynamics of Anchor Last Deployment of Submersible Buoy System 被引量:1
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作者 ZHENG Zhongqiang XU Jianpeng +3 位作者 HUANG Peng WANG Lei YANG Xiaoguang CHANG Zongyu 《Journal of Ocean University of China》 SCIE CAS 2016年第1期69-77,共9页
Submersible buoy systems are widely used for oceanographic research,ocean engineering and coastal defense.Severe sea environment has obvious effects on the dynamics of submersible buoy systems.Huge tension can occur a... Submersible buoy systems are widely used for oceanographic research,ocean engineering and coastal defense.Severe sea environment has obvious effects on the dynamics of submersible buoy systems.Huge tension can occur and may cause the snap of cables,especially during the deployment period.This paper studies the deployment dynamics of submersible buoy systems with numerical and experimental methods.By applying the lumped mass approach,a three-dimensional multi-body model of submersible buoy system is developed considering the hydrodynamic force,tension force and impact force between components of submersible buoy system and seabed.Numerical integration method is used to solve the differential equations.The simulation output includes tension force,trajectory,profile and dropping location and impact force of submersible buoys.In addition,the deployment experiment of a simplified submersible buoy model was carried out.The profile and different nodes' velocities of the submersible buoy are obtained.By comparing the results of the two methods,it is found that the numerical model well simulates the actual process and conditions of the experiment.The simulation results agree well with the results of the experiment such as gravity anchor's location and velocities of different nodes of the submersible buoy.The study results will help to understand the conditions of submersible buoy's deployment,operation and recovery,and can be used to guide the design and optimization of the system. 展开更多
关键词 submersible buoy anchor last deployment dynamic simulation experiment SNAP SLACK TAUT
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Use of Wood Fibre Compost for the Cultivation of Trichoderma sp, (Isolate Td22)
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作者 Yan Ramona Martin A. Line 《Journal of Life Sciences》 2013年第7期695-699,共5页
The main objective of this research was to investigate the ability of a Trichoderma sp. (Td22), inhibitory to Sclerotinia minor Jagger, to grow and survive in mature wood fibre waste (WFW) compost of paper mill or... The main objective of this research was to investigate the ability of a Trichoderma sp. (Td22), inhibitory to Sclerotinia minor Jagger, to grow and survive in mature wood fibre waste (WFW) compost of paper mill origin following nutrient amendment. The growth and survival of the fungus in the WFW compost was assessed by serial dilution plate count method followed by confirmation of the fungal identity using pectic enzyme analysis as described in Cruickshank and Pitt [1]. It was found in this study that the population densities of TdE2 achieved under non-sterile conditions in the WFW compost following nutrient amendment was approximately in the range of 7.0 lOgl0 CFU/g dw - 8.5 log10 CFU/g dw after 28 days, depending on pre-treatment. The efficacy of this WFW compost-grown TdE2 for protection of lettuce from attack by S. minor was also demonstrated in glasshouse trials. This study indicates that cellulosic paper mill waste compost could provide an abundant low-cost growth medium for the large-scale cultivation of fungal antagonists, improving prospects for cost-competitiveness with chemical treatments. 展开更多
关键词 COMPOST biological control Trichoderma sp. Sclerotinia minor.
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Time domain system identification of unknown initial conditions
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作者 SUNGWen-pei MATZENVernonC. SHIHMing-hsiang 《Journal of Zhejiang University Science》 EI CSCD 2004年第9期1035-1044,共10页
System identification is a method for using measured data to create or improve a mathematical model of the object being tested. From the measured data however, noise is noticed at the beginning of the response. One so... System identification is a method for using measured data to create or improve a mathematical model of the object being tested. From the measured data however, noise is noticed at the beginning of the response. One solution to avoid this noise problem is to skip the noisy data and then use the initial conditions as active parameters, to be found by using the system identification process. This paper describes the development of the equations for setting up the initial conditions as active parameters. The simulated data and response data from actual shear buildings were used to prove the accuracy of both the algorithm and the computer program, which include the initial conditions as active parameters. The numerical and experimental model analysis showed that the value of mass, stiffness and frequency were very reasonable and that the computed acceleration and measured acceleration matched very well. 展开更多
关键词 Noise Initial conditions Gauss-Newton Active Parameters
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BDS/GPS载波相位定位病态性对比分析 被引量:5
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作者 邱晓璐 刘根友 +2 位作者 段鹏硕 王彬彬 沙文东 《测绘科学》 CSCD 北大核心 2015年第7期24-28,共5页
针对BDS/GPS载波相位定位的病态性问题,该文提出了采用条件数法对比分析BDS/GPS在我国不同地区、不同时段载波相位定位病态性及其在8个地面站的定位精度因子PDOP值变化情况,其中PDOP值能够反映单点定位的病态性。研究结果表明:BDS在我... 针对BDS/GPS载波相位定位的病态性问题,该文提出了采用条件数法对比分析BDS/GPS在我国不同地区、不同时段载波相位定位病态性及其在8个地面站的定位精度因子PDOP值变化情况,其中PDOP值能够反映单点定位的病态性。研究结果表明:BDS在我国大部分地区可用性良好,且其平均PDOP值随纬度的增大而线性增加;然而,BDS导航定位的病态性程度比GPS更为严重,BDS载波相位定位病态性程度不仅随观测时长变化,还与所处的位置变化有关,而GPS几乎不受观测地点的影响。研究成果可在BDS/GPS模糊度的快速、准确固定方面提供参考。 展开更多
关键词 BDS GPS 载波相位定位 PDOP值 病态性 条件数法 模糊度
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On the Existence for Some Special Primitive Elements in Finite Fields 被引量:2
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作者 Qunying LIAO Jiyou LI Keli PU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2016年第2期259-266,共8页
Let F_q be a finite field of characteristic p. In this paper, by using the index sum method the authors obtain a sufficient condition for the existence of a primitive elementα∈ F_(q^n) such that α + α^(-1)is also ... Let F_q be a finite field of characteristic p. In this paper, by using the index sum method the authors obtain a sufficient condition for the existence of a primitive elementα∈ F_(q^n) such that α + α^(-1)is also primitive or α + α^(-1)is primitive and α is a normal element of F_(q^n) over F_q. 展开更多
关键词 Finite field Primitive element Normal basis
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Effective condition numbers and small sample statistical condition estimation for the generalized Sylvester equation 被引量:1
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作者 DIAO HuaiAn SHI XingHua WEI YiMin 《Science China Mathematics》 SCIE 2013年第5期967-982,共16页
Abstract In this paper, we investigate the effective condition numbers for the generalized Sylvester equation (AX - YB, DX - YE) = (C,F), where A,D ∈ Rm×m B,E ∈ Rn×n and C,F ∈ Rm×n. We apply the ... Abstract In this paper, we investigate the effective condition numbers for the generalized Sylvester equation (AX - YB, DX - YE) = (C,F), where A,D ∈ Rm×m B,E ∈ Rn×n and C,F ∈ Rm×n. We apply the small sample statistical method for the fast condition estimation of the generalized Sylvester equation, which requires (9(m2n + mn2) flops, comparing with (-O(m3 + n3) flops for the generalized Schur and generalized Hessenberg- Schur methods for solving the generalized Sylvester equation. Numerical examples illustrate the sharpness of our perturbation bounds. 展开更多
关键词 generalized Sylvester equation Sylvester equation effective condition number perturbation bound small sample statistical condition estimation (SCE)
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Scaled boundary isogeometric analysis for 2D elastostatics 被引量:6
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作者 LIN Gao ZHANG Yong +1 位作者 HU ZhiQiang ZHONG Hong 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2014年第2期286-300,共15页
A new numerical method,scaled boundary isogeometric analysis(SBIGA)combining the concept of the scaled boundary finite element method(SBFEM)and the isogeometric analysis(IGA),is proposed in this study for 2D elastosta... A new numerical method,scaled boundary isogeometric analysis(SBIGA)combining the concept of the scaled boundary finite element method(SBFEM)and the isogeometric analysis(IGA),is proposed in this study for 2D elastostatic problems with both homogenous and inhomogeneous essential boundary conditions.Scaled boundary isogeometric transformation is established at a specified scaling center with boundary isogeometric representation identical to the design model imported from CAD system,which can be automatically refined without communication with the original system and keeping geometry invariability.The field variable,that is,displacement,is constructed by the same basis as boundary isogeometric description keeping analytical features in radial direction.A Lagrange multiplier scheme is suggested to impose the inhomogeneous essential boundary conditions.The new proposed method holds the semi-analytical feature inherited from SBFEM,that is,discretization only on boundaries rather than the entire domain,and isogeometric boundary geometry from IGA,which further increases the accuracy of the solution.Numerical examples,including circular cavity in full plane,Timoshenko beam with inhomogenous boundary conditions and infinite plate with circular hole subjected to remotely tension,demonstrate that SBIGA can be applied efficiently to elastostatic problems with various boundary conditions,and powerful in accuracy of solution and less degrees of freedom(DOF)can be achieved in SBIGA than other methods. 展开更多
关键词 scaled boundary isogeometric analysis SBFEM IGA ELASTOSTATICS inhomogeneous essential boundary condition
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Analysis of thin plates by the weak form quadrature element method 被引量:8
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作者 ZHONG HongZhi YUE ZhiGuang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2012年第5期861-871,共11页
The recently proposed weak form quadrature element method (QEM) is applied to flexural and vibrational analysis of thin plates The integrals involved in the variational description of a thin plate are evaluated by a... The recently proposed weak form quadrature element method (QEM) is applied to flexural and vibrational analysis of thin plates The integrals involved in the variational description of a thin plate are evaluated by an efficient numerical scheme and the par- tial derivatives at the integration sampling points are then approximated using differential quadrature analogs. Neither the grid pattern nor the number of nodes is fixed, being adjustable according to convergence need. The C~ continuity conditions char- acterizing the thin plate theory are discussed and the robustness of the weak form quadrature element for thin plates against shape distortion is examined. Examples are presented and comparisons with analytical solutions and the results of the finite element method are made to demonstrate the convergence and computational efficiency of the weak form quadrature element method. It is shown that the present formulation is applicable to thin plates with varying thickness as well as uniform plates. 展开更多
关键词 C1 continuity mesh distortion thin plate weak form quadrature element
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Assessment of alternative scale-providing variables in a Reynolds-stress model using high-order methods 被引量:2
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作者 Xiang Fu Shengye Wang Xiaogang Deng 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2022年第12期67-81,共15页
This paper is set in the high-order finite-difference discretization of the Reynolds-averaged Navier-Stokes(RANS)equations,which are coupled with the turbulence model equations.Three alternative scale-providing variab... This paper is set in the high-order finite-difference discretization of the Reynolds-averaged Navier-Stokes(RANS)equations,which are coupled with the turbulence model equations.Three alternative scale-providing variables for the specific dissipation rate(o)are implemented in the framework of the Reynolds stress model(RSM)for improving its robustness.Specifically,g(=1/√ω)has natural boundary conditions and reduced spatial gradients,and a new numerical constraint is imposed on itω(=lnω)can preserve positivity and also has reduced spatial gradients;the eddy viscosity v,also has natural boundary conditions and its equation is improved in this work.The solution polynomials of the mean-flow and turbulence-model equations are both reconstructed by the weighted compact nonlinear scheme(WCNS).Moreover,several numerical techniques are introduced to improve the numerical stability of the equation system.A range of canonical as well as industrial turbulent flows are simulated to assess the accuracy and robustness of the scale-transformed models.Numerical results show that the scale-transformed models have significantly improved robustness compared to the w model and still keep the characteristics of RSM.Therefore,the high-order discretization of the RANS and RSM equations,which number 12 in total,can be successfully achieved. 展开更多
关键词 Reynolds stress model Weighted compact nonlinear scheme Scale-providing variable ROBUSTNESS
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A NEW PRINCIPAL PIVOTING SCHEME FOR BOX LINEAR COMPLEMENTARITY PROBLEMS
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作者 ZHUDEMING XuMIN 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 1997年第1期55-64,共10页
Judice and Pires developed in recent years principal pivoting methods for the solving of the so called box linear complementarity problems (BLCPs) where the constraint matrices are restrictedly supposed to be of P ... Judice and Pires developed in recent years principal pivoting methods for the solving of the so called box linear complementarity problems (BLCPs) where the constraint matrices are restrictedly supposed to be of P matrices. This paper aims at presenting a new principal pivoting scheme for BLCPs where the constraint matrices are loosely supposed to be row sufficient.This scheme can be applied to the solving of convex quadratic programs subject to linear constraints and arbitrary upper and lower bound constraints on variables. 展开更多
关键词 Box linear complementarity problem Row sufficient Principal pivoting
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