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The Jacobi-Davidson method is one of the most popular approaches for iteratively computing a few eigenvalues and their associated eigenvectors of a large matrix. The key of this method is to expand the search subspace via solving the…

数值分析 · 数学 2015-11-04 Gang Wu , Hong-kui Pang

We propose an efficient finite-element analysis of the vector wave equation in a class of relatively general curved polygons. The proposed method is suitable for an accurate and efficient calculation of the propagation constants of…

计算物理 · 物理学 2016-03-15 Ehsan Khodapanah

The Hadamard and SJT product of matrices are two types of special matrix product. The latter was first defined by Chen. In this study, they are applied to the differential quadrature (DQ) solution of geometrically nonlinear bending of…

计算工程、金融与科学 · 计算机科学 2024-09-21 W. Chen , C. Shu , W. He

The efficient computation of Jacobians represents a fundamental challenge in computational science and engineering. Large-scale modular numerical simulation programs can be regarded as sequences of evaluations of in our case differentiable…

数值分析 · 数学 2020-10-13 Uwe Naumann

We derive analytical shape derivative formulas of the system matrix representing electric field integral equation discretized with Raviart-Thomas basis functions. The arising integrals are easy to compute with similar methods as the entries…

数值分析 · 数学 2012-06-12 Juhani Kataja , Jukka I. Toivanen

A procedure to numerically integrate non-autonomous linear delay differential equations is presented. It is based on the use of an spectral discretization of the delayed part to transform the original problem into a matrix linear ordinary…

数值分析 · 数学 2022-07-20 Ana Arnal , Fernando Casas , Cristina Chiralt

A fractional Adomian decomposition method for fractional nonlinear differential equations is proposed. The iteration procedure is based on Jumarie's fractional derivative. An example is given to elucidate the solution procedure, and the…

数学物理 · 物理学 2013-04-25 Guo-cheng Wu , Ji-Huan He

Approximate Bayesian computation (ABC) using a sequential Monte Carlo method provides a comprehensive platform for parameter estimation, model selection and sensitivity analysis in differential equations. However, this method, like other…

机器学习 · 统计学 2015-07-21 Sanmitra Ghosh , Srinandan Dasmahapatra , Koushik Maharatna

In this work, an approximate family of implicit multiderivative Runge-Kutta (MDRK) time integrators for stiff initial value problems is presented. The approximation procedure is based on the recent Approximate Implicit Taylor method (Baeza…

数值分析 · 数学 2023-02-07 Jeremy Chouchoulis , Jochen Schütz

In this paper we consider the numerical solution of fractional differential equations. In particular, we study a step-by-step graded mesh procedure based on an expansion of the vector field using orthonormal Jacobi polynomials. Under mild…

数值分析 · 数学 2024-04-09 L. Brugnano , K. Burrage , P. Burrage , F. Iavernaro

We study and derive algorithms for nonlinear eigenvalue problems, where the system matrix depends on the eigenvector, or several eigenvectors (or their corresponding invariant subspace). The algorithms are derived from an implicit…

数值分析 · 数学 2020-03-02 Elias Jarlebring , Parikshit Upadhyaya

We demonstrate how to make the coordinate transformation or change of variables from Cartesian coordinates to curvilinear coordinates by making use of a convolution of a function with Dirac delta functions whose arguments are determined by…

综合物理 · 物理学 2020-12-18 Dohyun Kim , June-Haak Ee , Chaehyun Yu , Jungil Lee

We present a relative forward error analysis of a mixed-precision preconditioned one-sided Jacobi algorithm, analogous to a two-sided version introduced in [N. J. Higham, F. Tisseur, M. Webb and Z. Zhou, SIAM J. Matrix Anal. Appl. 46…

数值分析 · 数学 2026-02-23 Zhengbo Zhou , Françoise Tisseur , Marcus Webb

An effective exact method is proposed for computing generalized eigenspaces of a matrix of integers or rational numbers. Keys of our approach are the use of minimal annihilating polynomials and the concept of the Jourdan-Krylov basis. A new…

环与代数 · 数学 2025-09-16 Shinichi Tajima , Katsuyoshi Ohara , Akira Terui

We develop a compositional approach for automatic and symbolic differentiation based on categorical constructions in functional analysis where derivatives are linear functions on abstract vectors rather than being limited to scalars,…

编程语言 · 计算机科学 2022-07-05 Martin Elsman , Fritz Henglein , Robin Kaarsgaard , Mikkel Kragh Mathiesen , Robert Schenck

This paper introduces a novel method for the automatic detection and handling of nonlinearities in a generic transformation. A nonlinearity index that exploits second order Taylor expansions and polynomial bounding techniques is first…

数值分析 · 数学 2024-02-05 Matteo Losacco , Alberto Fossà , Roberto Armellin

This paper concerns developing a numerical method of the Newton type to solve systems of nonlinear equations described by nonsmooth continuous functions. We propose and justify a new generalized Newton algorithm based on graphical…

最优化与控制 · 数学 2010-09-03 T. Hoheisel , C. Kanzow , B. S. Mordukhovich , H. Phan

Dual quaternion matrices have various applications in robotic research and its spectral theory has been extensively studied in recent years. In this paper, we extend Jacobi method to compute all eigenpairs of dual quaternion Hermitian…

数值分析 · 数学 2024-06-26 Yongjun Chen , Liping Zhang

This work presents a novel matrix-based method for constructing an approximation Hessian using only function evaluations. The method requires less computational power than interpolation-based methods and is easy to implement in matrix-based…

数值分析 · 数学 2023-04-07 W. Hare , G. Jarry-Bolduc , C. Planiden

A discrete analogue of the dressing method is presented and used to derive integrable nonlinear evolution equations, including two infinite families of novel continuous and discrete coupled integrable systems of equations of nonlinear…

可精确求解与可积系统 · 物理学 2018-10-18 Gino Biondini , Qiao Wang