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A self-scaling memoryless BFGS based conjugate gradient method using multi-step secant condition for unconstrained minimization 基于共轭梯度法的无记忆自缩放 BFGS,利用多步秒条件实现无约束最小化
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-11-15 DOI: 10.21136/AM.2024.0204-23
Yongjin Kim, Yunchol Jong, Yong Kim

Conjugate gradient methods are widely used for solving large-scale unconstrained optimization problems, because they do not need the storage of matrices. Based on the self-scaling memoryless Broyden-Fletcher-Goldfarb-Shanno (SSML-BFGS) method, new conjugate gradient algorithms CG-DESCENT and CGOPT have been proposed by W. Hager, H. Zhang (2005) and Y. Dai, C. Kou (2013), respectively. It is noted that the two conjugate gradient methods perform more efficiently than the SSML-BFGS method. Therefore, C. Kou, Y. Dai (2015) proposed some suitable modifications of the SSML-BFGS method such that the sufficient descent condition holds. For the sake of improvement of modified SSML-BFGS method, in this paper, we present an efficient SSML-BFGS-type three-term conjugate gradient method for solving unconstrained minimization using Ford-Moghrabi secant equation instead of the usual secant equations. The method is shown to be globally convergent under certain assumptions. Numerical results compared with methods using the usual secant equations are reported.

共轭梯度法由于不需要存储矩阵而被广泛应用于求解大规模无约束优化问题。W. Hager, H. Zhang(2005)和Y. Dai, C. Kou(2013)分别在自标度无记忆Broyden-Fletcher-Goldfarb-Shanno (SSML-BFGS)方法的基础上提出了新的共轭梯度算法CG-DESCENT和CGOPT。结果表明,这两种共轭梯度方法比SSML-BFGS方法更有效。因此,C. Kou, Y. Dai(2015)对SSML-BFGS方法提出了一些适当的修改,使其满足充分下降条件。为了改进改进的SSML-BFGS方法,本文提出了一种有效的SSML-BFGS型三项共轭梯度法,用Ford-Moghrabi割线方程代替通常的割线方程求解无约束极小化问题。在一定的假设条件下,证明了该方法是全局收敛的。并将数值结果与常用的正割方程方法进行了比较。
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引用次数: 0
Adjustment of the scaling parameter of Dai-Kou type conjugate gradient methods with application to motion control Dai-Kou型共轭梯度法标度参数的调整及其在运动控制中的应用
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-11-12 DOI: 10.21136/AM.2024.0006-24
Mahbube Akbari, Saeed Nezhadhosein, Aghile Heydari

We introduce a new scaling parameter for the Dai-Kou family of conjugate gradient algorithms (2013), which is one of the most numerically efficient methods for unconstrained optimization. The suggested parameter is based on eigenvalue analysis of the search direction matrix and minimizing the measure function defined by Dennis and Wolkowicz (1993). The corresponding search direction of conjugate gradient method has the sufficient descent property and the extended conjugacy condition. The global convergence of the proposed algorithm is given for both uniformly convex and general nonlinear objective functions. Also, numerical experiments on a set of test functions of the CUTER collections and the practical problem of the manipulator of robot movement control show that the proposed method is effective.

我们为Dai-Kou系列共轭梯度算法(2013)引入了一个新的缩放参数,这是最有效的无约束优化数值方法之一。建议的参数是基于搜索方向矩阵的特征值分析和最小化Dennis和Wolkowicz(1993)定义的度量函数。共轭梯度法相应的搜索方向具有充分下降性质和扩展共轭条件。给出了该算法对一致凸和一般非线性目标函数的全局收敛性。通过CUTER集合的一组测试函数和机械手运动控制的实际问题进行数值实验,验证了所提方法的有效性。
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引用次数: 0
On modeling flow between adjacent surfaces where the fluid is governed by implicit algebraic constitutive relations 在流体由隐式代数本构关系控制的相邻表面之间的流动建模
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-11-12 DOI: 10.21136/AM.2024.0131-24
Andreas Almqvist, Evgeniya Burtseva, Kumbakonam R. Rajagopal, Peter Wall

We consider pressure-driven flow between adjacent surfaces, where the fluid is assumed to have constant density. The main novelty lies in using implicit algebraic constitutive relations to describe the fluid’s response to external stimuli, enabling the modeling of fluids whose responses cannot be accurately captured by conventional methods. When the implicit algebraic constitutive relations cannot be solved for the Cauchy stress in terms of the symmetric part of the velocity gradient, the traditional approach of inserting the expression for the Cauchy stress into the equation for the balance of linear momentum to derive the governing equation for the velocity becomes inapplicable. Instead, a non-standard system of first-order equations governs the flow. This system is highly complex, making it important to develop simplified models. Our primary contribution is the development of a framework for achieving this. Additionally, we apply our findings to a fluid that exhibits an S-shaped curve in the shear stress versus shear rate plot, as observed in some colloidal solutions.

我们考虑相邻表面之间的压力驱动流动,其中流体假定具有恒定的密度。主要的新颖之处在于使用隐式代数本构关系来描述流体对外部刺激的响应,从而使传统方法无法准确捕获的流体建模成为可能。当速度梯度对称部分的柯西应力的隐式代数本构关系无法求解时,传统的将柯西应力表达式代入线性动量平衡方程来推导速度控制方程的方法就不适用了。相反,一个非标准的一阶方程组控制着水流。该系统非常复杂,因此开发简化模型非常重要。我们的主要贡献是制定实现这一目标的框架。此外,我们将我们的发现应用于在剪切应力-剪切速率图中呈现s形曲线的流体,正如在一些胶体溶液中观察到的那样。
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引用次数: 0
Morley finite element analysis for fourth-order elliptic equations under a semi-regular mesh condition 半规则网格条件下四阶椭圆方程的莫里有限元分析
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-10-21 DOI: 10.21136/AM.2024.0103-24
Hiroki Ishizaka

We present a precise anisotropic interpolation error estimate for the Morley finite element method (FEM) and apply it to fourth-order elliptic equations. We do not impose the shape-regularity mesh condition in the analysis. Anisotropic meshes can be used for this purpose. The main contributions of this study include providing a new proof of the term consistency. This enables us to obtain an anisotropic consistency error estimate. The core idea of the proof involves using the relationship between the Raviart-Thomas and Morley finite-element spaces. Our results indicate optimal convergence rates and imply that the modified Morley FEM may be effective for errors.

给出了Morley有限元法各向异性插值误差的精确估计,并将其应用于四阶椭圆方程。我们在分析中没有施加形状规则网格条件。各向异性网格可以用于此目的。本研究的主要贡献包括提供了术语一致性的新证明。这使我们能够获得各向异性一致性误差估计。证明的核心思想涉及到使用Raviart-Thomas和Morley有限元空间之间的关系。结果表明,改进的Morley有限元法可以有效地消除误差。
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引用次数: 0
Ill-posedness for the Navier-Stokes and Euler equations in Besov spaces 贝索夫空间中的纳维-斯托克斯方程和欧拉方程的假定性
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-10-10 DOI: 10.21136/AM.2024.0089-24
Yanghai Yu, Fang Liu

We construct a new initial data to prove the ill-posedness of both Navier-Stokes and Euler equations in weaker Besov spaces in the sense that the solution maps to these equations starting from u0 are discontinuous at t = 0.

我们构造了一个新的初始数据来证明Navier-Stokes方程和Euler方程在弱Besov空间中的病态性,即这些方程从0开始的解映射在t = 0处是不连续的。
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引用次数: 0
Exact solutions of generalized Lane-Emden equations of the second kind 第二类广义Lane-Emden方程的精确解
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-09-13 DOI: 10.21136/AM.2024.0220-23
Kismet Kasapoǧlu

Contact and Lie point symmetries of a certain class of second order differential equations using the Lie symmetry theory are obtained. Generators of these symmetries are used to obtain first integrals and exact solutions of the equations. This class of equations is transformed into the so-called generalized Lane-Emden equations of the second kind

$$y^{primeprime}(x)+{kover{x}}y^{prime}(x)+ g(x){rm {e}}^{ny}=0.$$

Then we consider two types of functions g(x) and present first integrals and exact solutions of the Lane-Emden equation for them. One of the considered cases is new.

利用李对称理论,得到了一类二阶微分方程的接触点对称性和李点对称性。这些对称的产生器被用来得到方程的第一积分和精确解。将这类方程转化为所谓的广义第二类Lane-Emden方程$$y^{primeprime}(x)+{kover{x}}y^{prime}(x)+ g(x){rm {e}}^{ny}=0.$$然后考虑两类函数g(x),给出它们的第一积分和Lane-Emden方程的精确解。其中一个被考虑的案例是新的。
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引用次数: 0
Thermo-viscous fluid flow in porous slab bounded between two impermeable parallel plates in relative motion: Four stage algorithm approach 多孔板中的热粘性流体在两块不透水的平行板之间的相对运动中流动:四阶段算法方法
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-09-03 DOI: 10.21136/AM.2024.0144-23
Nalimela Pothanna, Podila Aparna, M. Pavankumar Reddy, R. Archana Reddy, M. Clement Joe Anand

The problem of an approximate solution of thermo-viscous fluid flow in a porous slab bounded between two impermeable parallel plates in relative motion is examined in this paper. The two plates are kept at two different temperatures and the flow is generated by a constant pressure gradient together with the motion of one of the plates relative to the other. The velocity and temperature distributions have been obtained by a four-stage algorithm approach. It is worth mentioning that reverse effects are noticed on velocity and temperature distributions. These effects can be attributed to Darcy’s friction offered by the medium. The approximation results obtained in the present paper are in good agreement with the earlier numerical results of thermo-viscous fluid flows in plane geometry.

本文研究了多孔板中热粘性流体流动的近似解法问题,该多孔板位于两块相对运动的不透水平行板之间。两块板保持两种不同的温度,流动由恒定的压力梯度以及其中一块板相对于另一块板的运动产生。速度和温度分布是通过四级算法获得的。值得一提的是,速度和温度分布存在反向效应。这些效应可归因于介质提供的达西摩擦力。本文获得的近似结果与之前平面几何热粘性流体流动的数值结果非常吻合。
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引用次数: 0
Exponential expressivity of ReLUk neural networks on Gevrey classes with point singularities 具有点奇异性的 Gevrey 类上 ReLUk 神经网络的指数表达能力
IF 0.7 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-08-27 DOI: 10.21136/am.2024.0052-24
Joost A. A. Opschoor, Christoph Schwab

We analyze deep Neural Network emulation rates of smooth functions with point singularities in bounded, polytopal domains D ⊂ ℝd, d = 2, 3. We prove exponential emulation rates in Sobolev spaces in terms of the number of neurons and in terms of the number of nonzero coefficients for Gevrey-regular solution classes defined in terms of weighted Sobolev scales in D, comprising the countably-normed spaces of I. M. Babuska and B. Q. Guo.

As intermediate result, we prove that continuous, piecewise polynomial high order (“p-version”) finite elements with elementwise polynomial degree p ∈ ℕ on arbitrary, regular, simplicial partitions of polyhedral domains D ⊂ ℝd, d ⩾ 2, can be exactly emulated by neural networks combining ReLU and ReLU2 activations.

On shape-regular, simplicial partitions of polytopal domains D, both the number of neurons and the number of nonzero parameters are proportional to the number of degrees of freedom of the hp finite element space of I. M. Babuška and B. Q. Guo.

我们分析了有界多顶域 D ⊂ ℝd, d = 2, 3 中具有点奇异性的光滑函数的深度神经网络仿真率。我们用神经元的数量和非零系数的数量证明了 Sobolev 空间中以 D 中加权 Sobolev 标度定义的 Gevrey 不规则解类的指数仿真率,D 中包括 I. M. Babuska 和 B. Q. Guo 的可数规范空间。作为中间结果,我们证明了在多面体域 D ⊂ ℝd, d ⩾ 2 的任意、规则、简单分区上,具有元素多项式度 p∈ ℕ 的连续、片断多项式高阶("p-版本")有限元可以通过结合 ReLU 和 ReLU2 激活的神经网络精确模拟。在形状规则、简单分区的多面体域 D 上,神经元数量和非零参数数量都与 I. M. Babuška 和 B. Q. Guo 的 hp 有限元空间的自由度数量成正比。
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引用次数: 0
Geodesic metrics for RBF approximation of some physical quantities measured on sphere 对球面上测量的某些物理量进行 RBF 近似的测地度量
IF 0.7 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-08-08 DOI: 10.21136/am.2024.0051-24
Karel Segeth

The radial basis function (RBF) approximation is a rapidly developing field of mathematics. In the paper, we are concerned with the measurement of scalar physical quantities at nodes on sphere in the 3D Euclidean space and the spherical RBF interpolation of the data acquired. We employ a multiquadric as the radial basis function and the corresponding trend is a polynomial of degree 2 considered in Cartesian coordinates. Attention is paid to geodesic metrics that define the distance of two points on a sphere. The choice of a particular geodesic metric function is an important part of the construction of interpolation formula.

We show the existence of an interpolation formula of the type considered. The approximation formulas of this type can be useful in the interpretation of measurements of various physical quantities. We present an example concerned with the sampling of anisotropy of magnetic susceptibility having extensive applications in geosciences and demonstrate the advantages and drawbacks of the formulas chosen, in particular the strong dependence of interpolation results on condition number of the matrix of the system considered and on round-off errors in general.

径向基函数(RBF)近似是一个发展迅速的数学领域。在本文中,我们关注的是三维欧几里得空间中球面节点上标量物理量的测量,以及所获数据的球面 RBF 插值。我们采用多二次函数作为径向基函数,相应的趋势是在直角坐标下考虑的阶数为 2 的多项式。我们关注的是定义球面上两点距离的测地线度量。选择特定的测地线度量函数是构建插值公式的重要部分。这类近似公式可用于解释各种物理量的测量结果。我们介绍了一个与磁感应强度各向异性取样有关的例子,该例子在地球科学中有着广泛的应用,我们还展示了所选公式的优点和缺点,特别是插值结果与所考虑的系统矩阵的条件数和一般舍入误差之间的密切关系。
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引用次数: 0
Weak solvability and numerical analysis of a class of time-fractional hemivariational inequalities with application to frictional contact problems 一类时间分数半变量不等式的弱可解性和数值分析,应用于摩擦接触问题
IF 0.6 4区 数学 Q4 MATHEMATICS, APPLIED Pub Date : 2024-07-20 DOI: 10.21136/AM.2024.0190-23
Mustapha Bouallala

We investigate a generalized class of fractional hemivariational inequalities involving the time-fractional aspect. The existence result is established by employing the Rothe method in conjunction with the surjectivity of multivalued pseudomonotone operators and the properties of the Clarke generalized gradient. We are also exploring a numerical approach to address the problem, utilizing both spatially semi-discrete and fully discrete finite elements, along with a discrete approximation of the fractional derivative. All these results are applied to the analysis and numerical approximations of a frictional contact model that describes the quasi-static contact between a viscoelastic body and a solid foundation. The constitutive relation is modeled using the fractional Kelvin-Voigt law. The contact and friction are described by the subdifferential boundary conditions. The variational formulation of this problem leads to a fractional hemivariational inequality. The error estimates for this problem are derived. Finally, here’s a second concrete example to illustrate the application. We propose a frictional contact model that incorporates normal compliance and Coulomb friction to describe the quasi-static contact between a viscoelastic body and a solid foundation.

我们研究了一类涉及时间分数方面的广义分数半变量不等式。我们利用罗特方法,结合多值伪单调算子的可射性和克拉克广义梯度的特性,确定了存在性结果。我们还在探索一种数值方法,利用空间半离散和全离散有限元以及分数导数的离散近似来解决这个问题。所有这些结果都应用于摩擦接触模型的分析和数值近似,该模型描述了粘弹性体与固体地基之间的准静态接触。构成关系采用分数开尔文-伏依格特定律建模。接触和摩擦由次微分边界条件描述。该问题的变分公式导致分数半变量不等式。并推导出该问题的误差估计值。最后,举第二个具体例子来说明应用。我们提出了一个摩擦接触模型,该模型结合了法向顺应性和库仑摩擦力,用于描述粘弹性体与固体地基之间的准静态接触。
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引用次数: 0
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Applications of Mathematics
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