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A step-by-step Chebyshev space-time spectral method for force vibration of functionally graded structures
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作者 Haizhou Liu Yixin Huang Yang Zhao 《Acta Mechanica Sinica》 2025年第4期142-155,共14页
This paper proposes a new step-by-step Chebyshev space-time spectral method to analyze the force vibration of functionally graded material structures.Although traditional space-time spectral methods can reduce the acc... This paper proposes a new step-by-step Chebyshev space-time spectral method to analyze the force vibration of functionally graded material structures.Although traditional space-time spectral methods can reduce the accuracy mismatch between tem-poral low-order finite difference and spatial high-order discre tization,the ir time collocation points must increase dramatically to solve highly oscillatory solutions of structural vibration,which results in a surge in computing time and a decrease in accuracy.To address this problem,we introduced the step-by-step idea in the space-time spectral method.The Chebyshev polynomials and Lagrange's equation were applied to derive discrete spatial goverming equations,and a matrix projection method was used to map the calculation results of prev ious steps as the initial conditions of the subsequent steps.A series of numerical experiments were carried out.The results of the proposed method were compared with those obtained by traditional space-time spectral methods,which showed that higher accuracy could be achieved in a shorter computation time than the latter in highly oscillatory cases. 展开更多
关键词 functionally graded materials Space-time spectral method Step-by-step approach Forced vibration
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Approach to Riemann Hypothesis by Combined Commensurable Step Function Approximation with Bonnet Method
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作者 Alfred Wünsche 《Advances in Pure Mathematics》 2020年第5期201-228,共28页
To the Riemann hypothesis, we investigate first the approximation by step-wise Omega functions Ω(u) with commensurable step lengths u0 concerning their zeros in corresponding Xi functions Ξ(z). They are periodically... To the Riemann hypothesis, we investigate first the approximation by step-wise Omega functions Ω(u) with commensurable step lengths u0 concerning their zeros in corresponding Xi functions Ξ(z). They are periodically on the y-axis with period proportional to inverse step length u0. It is found that they possess additional zeros off the imaginary y-axis and additionally on this axis and vanish in the limiting case u0 → 0 in complex infinity. There remain then only the “genuine” zeros for Xi functions to continuous Omega functions which we call “analytic zeros” and which lie on the imaginary axis. After a short repetition of the Second mean-value (or Bonnet) approach to the problem and the derivation of operational identities for Trigonometric functions we give in Section 8 a proof for the position of these genuine “analytic” zeros on the imaginary axis by construction of a contradiction for the case off the imaginary axis. In Section 10, we show by a few examples that monotonically decreasing of the Omega functions is only a sufficient condition for the mentioned property of the positions of zeros on the imaginary axis but not a necessary one. 展开更多
关键词 RIEMANN Zeta function RIEMANN Xi function Second Mean-Value approach (Bonnet method) Chebyshev Polynomials BESSEL functions
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A hyperbolic Lindstedt-Poincare method for homoclinic motion of a kind of strongly nonlinear autonomous oscillators 被引量:7
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作者 Y.Y.Chen S.H.Chen K.Y.Sze 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2009年第5期721-729,共9页
A hyperbolic Lindstedt-Poincare method is presented to determine the homoclinic solutions of a kind of nonlinear oscillators, in which critical value of the homoclinic bifurcation parameter can be determined. The gene... A hyperbolic Lindstedt-Poincare method is presented to determine the homoclinic solutions of a kind of nonlinear oscillators, in which critical value of the homoclinic bifurcation parameter can be determined. The generalized Lienard oscillator is studied in detail, and the present method's predictions are compared with those of Runge-Kutta method to illustrate its accuracy. 展开更多
关键词 Lindstedt-Poincare method Hyperbolic function Nonlinear autonomous oscillator - Homoclinic orbit
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A numerical approach based on the meshless collocation method in elastodynamics 被引量:1
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作者 Alireza Sadeghirad Iradj Mahmoudzadeh Kani +1 位作者 Mohammad Rahimian Ali Vaziri Astaneh 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2009年第6期857-870,共14页
In this paper, a collocation technique with the modified equilibrium on line method (ELM) for imposition of Neumann (natural) boundary conditions is presented for solving the two-dimensional problems of linear ela... In this paper, a collocation technique with the modified equilibrium on line method (ELM) for imposition of Neumann (natural) boundary conditions is presented for solving the two-dimensional problems of linear elastic body vibrations. In the modified ELM, equilibrium over the lines on the natural boundary is satisfied as Neumann boundary condition equations. In other words, the natural boundary conditions are satisfied naturally by using the weak formulation. The performance of the modified version of the ELM is studied for collocation methods based on two different ways to construct meshless shape functions: moving least squares approximation and radial basis point interpolation. Numerical examples of two-dimensional free and forced vibration analyses show that by using the modified ELM, more stable and accurate results would be obtained in comparison with the direct collocation method. 展开更多
关键词 Free and forced vibration. Meshless collocation method . Modified equilibrium on line method ~Moving least squares (MLS) - Radial basis functions (RBF)
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Preconditioned Iterative Methods for Algebraic Systems from Multiplicative Half-Quadratic Regularization Image Restorations 被引量:2
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作者 Michael K.Ng 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2010年第4期461-474,共14页
Image restoration is often solved by minimizing an energy function consisting of a data-fidelity term and a regularization term.A regularized convex term can usually preserve the image edges well in the restored image... Image restoration is often solved by minimizing an energy function consisting of a data-fidelity term and a regularization term.A regularized convex term can usually preserve the image edges well in the restored image.In this paper,we consider a class of convex and edge-preserving regularization functions,i.e.,multiplicative half-quadratic regularizations,and we use the Newton method to solve the correspondingly reduced systems of nonlinear equations.At each Newton iterate,the preconditioned conjugate gradient method,incorporated with a constraint preconditioner,is employed to solve the structured Newton equation that has a symmetric positive definite coefficient matrix. The eigenvalue bounds of the preconditioned matrix are deliberately derived,which can be used to estimate the convergence speed of the preconditioned conjugate gradient method.We use experimental results to demonstrate that this new approach is efficient, and the effect of image restoration is reasonably well. 展开更多
关键词 Edge-preserving image restoration multiplicative half-quadratic regularization Newton method preconditioned conjugate gradient method constraint preconditioner eigenvalue bounds
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Jacobi-Sobolev Orthogonal Polynomialsand Spectral Methods for Elliptic Boundary Value Problems
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作者 Xuhong Yu Zhongqing Wang Huiyuan Li 《Communications on Applied Mathematics and Computation》 2019年第2期283-308,共26页
Generalized Jacobi polynomials with indexes α,β∈ R are introduced and some basic properties are established. As examples of applications,the second- and fourth-order elliptic boundary value problems with Dirichlet ... Generalized Jacobi polynomials with indexes α,β∈ R are introduced and some basic properties are established. As examples of applications,the second- and fourth-order elliptic boundary value problems with Dirichlet or Robin boundary conditions are considered,and the generalized Jacobi spectral schemes are proposed. For the diagonalization of discrete systems,the Jacobi-Sobolev orthogonal basis functions are constructed,which allow the exact solutions and the approximate solutions to be represented in the forms of infinite and truncated Jacobi series. Error estimates are obtained and numerical results are provided to illustrate the effectiveness and the spectral accuracy. 展开更多
关键词 Generalized JACOBI POLYNOMIALS Spectral method - Jacobi-Sobolev ORTHOGONAL BASIS functions ELLIPTIC boundary value problems Error analysis
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An Analysis of Lyrics Translation Based on Functional Approaches of Reiss——A case study of Qian Li Zhi Wai
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作者 杨敬妹 《海外英语》 2018年第20期51-52,共2页
As a bridge for cross-cultural communication, Chinese songs, which lay considerable emphasis on literary value of lyrics,play a critical role in promoting Chinese culture. High-qualitytWraanis lation of lyrics is of g... As a bridge for cross-cultural communication, Chinese songs, which lay considerable emphasis on literary value of lyrics,play a critical role in promoting Chinese culture. High-qualitytWraanis lation of lyrics is of great importance in cross-cultural process.By conducting a case study of lyrics translation of Qian Li Zhibased on Functional approaches of Reiss—Functional charac-teristics of text types and its links to translation methods, this paper explores practical methods and principles in lyrics translation. 展开更多
关键词 cross-cultural communication functional approaches of Reiss principles and methods in lyrics translation
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竞争环境下基于服务约束的轴-辐式海运网络优化研究 被引量:5
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作者 赵宇哲 周晶淼 匡海波 《中国管理科学》 CSSCI 北大核心 2016年第11期47-57,共11页
针对同一海运市场中不同的海运企业——领导者与跟随者在设计多分配的轴-辐式海运网络时引起的竞争问题,突破已往枢纽港口集合是给定的假设,将航线连接设计扩展为可存在多条,引入基于服务约束(服务质量\价格\时间)的吸引力模型来定量表... 针对同一海运市场中不同的海运企业——领导者与跟随者在设计多分配的轴-辐式海运网络时引起的竞争问题,突破已往枢纽港口集合是给定的假设,将航线连接设计扩展为可存在多条,引入基于服务约束(服务质量\价格\时间)的吸引力模型来定量表示托运人的选择行为,建立了竞争环境下基于服务约束的轴-辐式海运网络优化问题的数学模型,利用NCP函数、凝聚函数和增广Lagrange乘子罚函数法对这一问题进行求解。算例仿真结果显示:(1)跟随者在托运人考虑单位服务价格时,即使不存在规模经济效应,跟随者也可通过建立合适的枢纽港口来获取一定的市场机会;(2)跟随者在存在较大规模经济效应时其利润最可观,因采用比例模型,在不存在规模经济效应下跟随者在领导者决定设计不同数量的枢纽港口时其利润不会统一收敛于某一定值;(3)跟随者在领导者仅设计1个枢纽港口时可通过建立大量的枢纽港口来争夺丰厚的利润,但对于港口集合N={1,2,…,12}的海运市场,领导者只需设计2个以上枢纽港口时跟随者的利润空间便会受到较大挤压。 展开更多
关键词 -辐式网络 竞争 服务约束 连续化方法 增广Lagrange乘子罚函数法
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康托洛维奇-里茨杂交法及其应用 被引量:3
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作者 刘高联 宋雪玉 李范春 《力学季刊》 CSCD 北大核心 2007年第3期382-389,共8页
本文将Kantorovich法与Ritz法进行适当组合,吸收了二者的主要优点,提出了康托洛维奇法的一种改进方法。以二维问题为例,Kantorovich法在一个方向(例如y方向)的分布完全预先选定,这含有很大的主观任意性,因而限制了近似解的精度,改进法则... 本文将Kantorovich法与Ritz法进行适当组合,吸收了二者的主要优点,提出了康托洛维奇法的一种改进方法。以二维问题为例,Kantorovich法在一个方向(例如y方向)的分布完全预先选定,这含有很大的主观任意性,因而限制了近似解的精度,改进法则在y方向仿Ritz法改进为一个含有若干个自由参数的分布函数,由于增加了近似解的自由度,故可改善解的精度。对Kantorovich法的另一改进是在计算高阶近似解时,通过逐项求解待定函数避免了求解更高阶微分方程或含更多方程的方程组,减少了计算量,降低了计算难度。用改进法求解了固体力学里的矩形截面柱体扭转问题和四边固支矩形板的弯曲问题,通过算例充分说明了此方法的特点和优越性。 展开更多
关键词 康托洛维奇-里茨杂交法 待定函数 自由参数 变分方法
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有限元-康托洛维奇杂交法及其应用 被引量:1
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作者 仇平 陈波 刘高联 《力学季刊》 CSCD 北大核心 2008年第4期565-572,共8页
本文将有限元法与康托洛维奇方法进行适当组合,吸收二者的主要优点,提出在单元的位移插值函数中附加康托洛维奇项。康托洛维奇方法是一种半解析法,其在解析方向具有较高的精度,在一定程度上弥补了原有限元方法中插值函数选取的盲目性,... 本文将有限元法与康托洛维奇方法进行适当组合,吸收二者的主要优点,提出在单元的位移插值函数中附加康托洛维奇项。康托洛维奇方法是一种半解析法,其在解析方向具有较高的精度,在一定程度上弥补了原有限元方法中插值函数选取的盲目性,能够较好地反映微分方程的固有性质,提高其适应性。在单元的位移插值函数中附加内部无节点的位移项,无需增加新的单元与节点,使用较少的单元即可获得较高的精度。并且,这些附加项满足单元边界条件为零,故其在单元与单元的交界面上是保证协调的。本文通过算例充分说明了此方法的特点和优越性。 展开更多
关键词 有限元—康托洛维奇杂交法 变分法 待定函数
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Signal processing method for shear wave velocity measurement 被引量:2
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作者 侯兴民 曲淑英 时向东 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2007年第2期205-212,共8页
Soil shear wave velocity (SWV) is an important parameter in geotechnical engineering. To measure the soil SWV, three methods are generally used in China, including the single-hole method, cross-hole method and the s... Soil shear wave velocity (SWV) is an important parameter in geotechnical engineering. To measure the soil SWV, three methods are generally used in China, including the single-hole method, cross-hole method and the surface-wave technique. An optimized approach based on a correlation function for single-hole SWV measurement is presented in this paper. In this approach, inherent inconsistencies of the artificial methods such as negative velocities, and too-large and too-small velocities, are eliminated from the single-hole method, and the efficiency of data processing is improved. In addition, verification using the cross-hole method of upper measuring points shows that the proposed optimized approach yields high precision in signal processing. 展开更多
关键词 shear wave velocity single-hole method correlation function optimized approach
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响应面-满意度函数法优化烧结配矿 被引量:6
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作者 包国营 刘磊 +3 位作者 韩秀丽 段博文 钦礼文 刘盈盈 《钢铁》 CAS CSCD 北大核心 2023年第8期41-50,共10页
烧结配矿效果的好坏直接影响烧结矿的产质量和成本,甚至影响到高炉冶炼技术经济指标。为了探究原料成分配比与烧结矿质量多指标的综合关系,提出一种基于响应面-满意度函数法的烧结原料配矿优化方法。采用响应面法Box-Behnken设计(RSM-BB... 烧结配矿效果的好坏直接影响烧结矿的产质量和成本,甚至影响到高炉冶炼技术经济指标。为了探究原料成分配比与烧结矿质量多指标的综合关系,提出一种基于响应面-满意度函数法的烧结原料配矿优化方法。采用响应面法Box-Behnken设计(RSM-BBD),以氧化镁的质量分数w(MgO)、氧化铝的质量分数w(Al_(2)O_(3))、碱度R(w(CaO)/w(SiO_(2)))为自变量,以低温还原粉化指数、气孔率、铁酸钙含量等质量指标为因变量,建立响应面回归模型,分别研究3个因素及其交互作用对赤铁矿型烧结矿低温还原粉化指数、气孔率、铁酸钙含量等质量指标的影响;在此基础上,再结合满意度多目标优化法,以低温还原粉化指数、气孔率、铁酸钙含量的整体满意度为目标,构建响应面Box-Behnken整体满意度函数模型(RSM-BBD-DFA)优化烧结配矿。试验结果表明,各因素对低温还原粉化指数、铁酸钙含量的影响显著程度大小为w(MgO)>R>w(Al_(2)O_(3)),对气孔率的影响显著程度大小为w(Al_(2)O_(3))>R>w(MgO);w(Al_(2)O_(3))和碱度R交互作用对烧结矿低温还原粉化指数影响极其显著,w(Al_(2)O_(3))和碱度R交互作用对气孔率、铁酸钙含量影响显著;w(MgO)、w(Al_(2)O_(3))、碱度R对烧结矿质量整体满意度影响极显著,影响大小依次为碱度R>w(Al_(2)O_(3))>w(MgO);确定的最佳原料配比w(MgO)为2.07%、w(Al_(2)O_(3))为1.96%、碱度R为2.14,基于烧结矿质量整体满意度的预测公式和试验,得到最佳原料配比下烧结矿质量整体满意度实际值(0.88)与预测值(0.90)相差不大。 展开更多
关键词 烧结矿 响应面法 满意度函数法 多目标优化 交互作用
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A New Inversion Method of Sedimentary Strata For Deriving Double Parameters and Its Applications 被引量:1
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作者 GUO Hua, LIU Cai, LI Yue and YANG Baojun(College of Geo-exploration Science and Technology, Jilin University, Changchun 130026, P. R. China) 《Global Geology》 2002年第1期79-88,共10页
The inverse problem of wave equation is the importance of study not only in seismic prospecting but also in applied mathematics. With the development of the research, the inverse methods of 1 - D wave equations have b... The inverse problem of wave equation is the importance of study not only in seismic prospecting but also in applied mathematics. With the development of the research, the inverse methods of 1 - D wave equations have been trending towards the multiple parameters inversion . We have obtained an inverse method with double -parameter, in which medium density and wave velocity can be derived simultaneously. In this paper, to increase the inverse accuracy, the method is improved as follows. Firstly, the formula in which the Green Function is omitted are derived and used. Secondly, the regularizing method is reasonable used by choosing the stable function. With the new method, we may derive elastic parameter and medium density or medium density and wave velocity. Thus, lithology parameters for seismic prospecting may be obtained.After comparing the derived values from the new method with that from previous method, we obtain the new method through which substantially improve the derived accuracy . The new method has been applied to real depths inversion for sedimentary strata and volcanic rock strata in Chaoyanggou Terrace of Songliao Basin in eastern China. According to the inverse results,the gas - bearing beds are determlned. 展开更多
关键词 SEDIMENTARY strata DOUBLE - Parameter inversion Green function Regularization method FREDHOLM integral equation of the first kind VOLCANIC rock STRATA
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Exact Solutions to the Bidirectional SK-Ramani Equation
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作者 Zou Jia-hui Wang Yun-hu Gao Wen-jie 《Communications in Mathematical Research》 CSCD 2019年第4期289-300,共12页
In this paper,the bidirectional SK-Ramani equation is investigated by means of the extended homoclinic test approach and Riemann theta function method,respectively.Based on the Hirota bilinear method,exact solutions i... In this paper,the bidirectional SK-Ramani equation is investigated by means of the extended homoclinic test approach and Riemann theta function method,respectively.Based on the Hirota bilinear method,exact solutions including one-soliton wave solution are obtained by using the extended homoclinic approach and one-periodic wave solution is constructed by using the Riemann theta function method.A limiting procedure is presented to analyze in detail the relations between the one periodic wave solution and one-soliton solution. 展开更多
关键词 HIROTA BILINEAR method BIDIRECTIONAL Sawada-Kotera EQUATION extended HOMOCLINIC test approach RIEMANN theta function
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Nonlinear Optical Properties of Tri-nuclear Transition Metal Clusters M-(μ-S)s-M'(M=Mo,W;M'=Cu,Ag,Au)
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作者 XiHuaCHEN JaapG.SNIJDERS 《Chinese Chemical Letters》 SCIE CAS CSCD 2002年第9期893-896,共4页
The static polarizabilities and the second-order hyperpolarizabilities of a series of tri-nuclear metal cluster models MS4(MPPh3)2(MPPh3) (M=Mo,W; M=Cu, Ag, Au) have been calculated within the first-principle theoreti... The static polarizabilities and the second-order hyperpolarizabilities of a series of tri-nuclear metal cluster models MS4(MPPh3)2(MPPh3) (M=Mo,W; M=Cu, Ag, Au) have been calculated within the first-principle theoretical framework. The model clusters have two fragments of rhombic units and it is the charge transfer from one of these moieties to the other that is responsible for nonlinear optical property. This kind of electronic delocalization, differentiated from that of planar p-system, is very interesting and is worthy for further investigation. 展开更多
关键词 Transition metal cluster nonlinear optical property finite-field approach density functional theory method.
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Measuring benefits of rural-to-urban water transfer:a case study from Puyang River basin,China
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作者 Juanli Wang Yongxi Ma Alan R.Collins 《Chinese Journal of Population,Resources and Environment》 2019年第4期352-358,共7页
Agriculture-to-urban water transfer is currently an important measure to meet the increasing water demand resulting from rapid industrialization and urbanization in China.Measuring benefits of agriculture-to-urban wat... Agriculture-to-urban water transfer is currently an important measure to meet the increasing water demand resulting from rapid industrialization and urbanization in China.Measuring benefits of agriculture-to-urban water transfer is critical to assess water transfer proposals,and it can also provide reliable basis for redistributing the benefits of agriculture-to-urban water transfer.This paper has developed a comprehensive framework in which production function approach is applied to quantify the value of water use in agricultural and industrial sectors,and contingent valuation method is employed to investigate the value of water use in municipal consumption and ecological environment.A case study from Zhuji City in China verified the feasibility and validity of the method proposed in the paper.Results indicate that the agriculture-to-urban water transfer increases the water value created by improving allocation efficiency of water use in different sectors.The benefits of agriculture-to-urban water transfer mainly originate from the fact that the economic value in industrial water use is higher than in the other sectors’water use.Meanwhile,the urban residents have a stronger desire to improve the water eco-environment which leads to higher water value in urban area. 展开更多
关键词 Rural-to-urban water transfer production function approach(PFA) contingent valuation method(CVM)
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Implicit Shape Reconstruction of Unorganized Points Using PDE-Based Deformable 3D Manifolds 被引量:2
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作者 Elena Franchini Serena Morigi Fiorella Sgallari 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2010年第4期405-430,共26页
In this work we consider the problem of shape reconstruction from an unorganized data set which has many important applications in medical imaging, scientific computing, reverse engineering and geometric modelling. Th... In this work we consider the problem of shape reconstruction from an unorganized data set which has many important applications in medical imaging, scientific computing, reverse engineering and geometric modelling. The reconstructed surface is obtained by continuously deforming an initial surface following the Partial Differential Equation (PDE)-based diffusion model derived by a minimal volume-like variational formulation. The evolution is driven both by the distance from the data set and by the curvature analytically computed by it. The distance function is computed by implicit local interpolants defined in terms of radial basis functions. Space discretization of the PDE model is obtained by finite co-volume schemes and semi-implicit approach is used in time/scale. The use of a level set method for the numerical computation of the surface reconstruction allows us to handle complex geometry and even changing topology,without the need of user-interaction. Numerical examples demonstrate the ability of the proposed method to produce high quality reconstructions. Moreover, we show the effectiveness of the new approach to solve hole filling problems and Boolean operations between different data sets. 展开更多
关键词 Shape reconstruction RBF interpolation PDE diffusion model segmentation
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GA-DFP分级优化技术的研究
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作者 汪晓东 叶美盈 《浙江师大学报(自然科学版)》 1997年第2期19-22,26,共5页
本文提出了一种把遗传算法(GA)和交度量法(DFP)相结合的分级代化方法.即先以遗传算法进行优化,将其计算结果作为第二级变度量法的初始值.再进行优化计算。结果表明,该方法是一种提高代化质量的有效方法,既具备良好的全局收敛... 本文提出了一种把遗传算法(GA)和交度量法(DFP)相结合的分级代化方法.即先以遗传算法进行优化,将其计算结果作为第二级变度量法的初始值.再进行优化计算。结果表明,该方法是一种提高代化质量的有效方法,既具备良好的全局收敛特性,又有较快的收敛速度和较高的优化精度。本文还通过举例说明了该方法的应用。 展开更多
关键词 遗传算法 变度量法 全局寻优 函数优化 最优化
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融入物质与功能哲学思想及减压祛邪思维的《伤寒论》教学方法分析
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作者 林益群 钟子劭 +2 位作者 何桂花 黄穗平 叶振昊 《新中医》 2025年第18期222-226,共5页
中医经典巨著《伤寒论》以言简意赅的条文形式呈现,对于临床经验不足的学生而言,较难理解其中深奥的内涵。在《伤寒论》的临床教学工作中,应用“物质与功能”的哲学思想与“减压祛邪”思维引导的教学方法,实现中医学与哲学之间的相互融... 中医经典巨著《伤寒论》以言简意赅的条文形式呈现,对于临床经验不足的学生而言,较难理解其中深奥的内涵。在《伤寒论》的临床教学工作中,应用“物质与功能”的哲学思想与“减压祛邪”思维引导的教学方法,实现中医学与哲学之间的相互融合与渗透,引导学生理解《伤寒论》六经病的发病机制及《伤寒论》方剂的组方规律,可促进学生对《伤寒论》条文的领悟及临床应用。 展开更多
关键词 《伤寒论》 教学方法 物质与功能 减压祛邪
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一种基于核函数的函数型数据非参数回归方法 被引量:1
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作者 柳心阳 李秀英 耿发展 《常熟理工学院学报》 2025年第2期103-106,共4页
函数型数据分析因其在不同领域的广泛应用而受到统计学习的广泛关注,现有的函数型数据回归方法大多集中在线性模型上,非线性函数型数据回归的相关研究较少.本文基于再生核函数提出一种新的函数型数据非参数回归方法,并通过数值实验验证... 函数型数据分析因其在不同领域的广泛应用而受到统计学习的广泛关注,现有的函数型数据回归方法大多集中在线性模型上,非线性函数型数据回归的相关研究较少.本文基于再生核函数提出一种新的函数型数据非参数回归方法,并通过数值实验验证了所提出的方法的有效性和鲁棒性. 展开更多
关键词 函数型数据分析 非线性回归方法 核方法 非参数回归
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