Results in Applied Mathematics最新文献

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Uncovering a generalised gamma distribution: From shape to interpretation 揭示广义伽马分布:从形状到解释
IF 2
Results in Applied Mathematics Pub Date : 2024-05-01 DOI: 10.1016/j.rinam.2024.100461
Matthias Wagener , Andriette Bekker , Mohammad Arashi , Antonio Punzo
{"title":"Uncovering a generalised gamma distribution: From shape to interpretation","authors":"Matthias Wagener ,&nbsp;Andriette Bekker ,&nbsp;Mohammad Arashi ,&nbsp;Antonio Punzo","doi":"10.1016/j.rinam.2024.100461","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100461","url":null,"abstract":"<div><p>In this paper, we introduce the flexible interpretable gamma (FIG) distribution, with origins in Weibulisation, power weighting, and a stochastic representation. The FIG parameters have been verified graphically, mathematically, and through simulation as having separable roles in influencing the left tail, body, and right tail shape. The generalised gamma (GG) distribution has become a standard model for positive data in statistics due to its interpretable parameters and tractable equations. Although there are many generalised forms of the GG that can provide a better fit to data, none of them extend the GG so that the parameters are interpretable. We conduct simulation studies on the maximum likelihood estimates and respective sub-models of the FIG. Finally, we assess the flexibility of the FIG relative to existing models by applying the FIG model to hand grip strength and insurance loss data.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100461"},"PeriodicalIF":2.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000311/pdfft?md5=a96e2eeb85564d5103de1b33cf615df5&pid=1-s2.0-S2590037424000311-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141067578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inverting the sum of two singular matrices 反转两个奇异矩阵之和
IF 2
Results in Applied Mathematics Pub Date : 2024-05-01 DOI: 10.1016/j.rinam.2024.100463
Sofia Eriksson, Jonas Nordqvist
{"title":"Inverting the sum of two singular matrices","authors":"Sofia Eriksson,&nbsp;Jonas Nordqvist","doi":"10.1016/j.rinam.2024.100463","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100463","url":null,"abstract":"<div><p>Square matrices of the form <span><math><mrow><mover><mrow><mi>A</mi></mrow><mrow><mo>˜</mo></mrow></mover><mo>=</mo><mi>A</mi><mo>+</mo><mi>e</mi><mi>D</mi><msup><mrow><mi>f</mi></mrow><mrow><mo>∗</mo></mrow></msup></mrow></math></span> are considered. An explicit expression for the inverse is given, provided <span><math><mover><mrow><mi>A</mi></mrow><mrow><mo>˜</mo></mrow></mover></math></span> and <span><math><mi>D</mi></math></span> are invertible with <span><math><mrow><mo>rank</mo><mrow><mo>(</mo><mover><mrow><mi>A</mi></mrow><mrow><mo>˜</mo></mrow></mover><mo>)</mo></mrow><mo>=</mo><mo>rank</mo><mrow><mo>(</mo><mi>A</mi><mo>)</mo></mrow><mo>+</mo><mo>rank</mo><mrow><mo>(</mo><mi>e</mi><mi>D</mi><msup><mrow><mi>f</mi></mrow><mrow><mo>∗</mo></mrow></msup><mo>)</mo></mrow></mrow></math></span>. The inverse is presented in two ways, one that uses singular value decomposition and another that depends directly on the components <span><math><mi>A</mi></math></span>, <span><math><mi>e</mi></math></span>, <span><math><mi>f</mi></math></span> and <span><math><mi>D</mi></math></span>. Additionally, a matrix determinant lemma for singular matrices follows from the derivations.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100463"},"PeriodicalIF":2.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000335/pdfft?md5=3f70fd7bea0c47b800f36d57f3105d96&pid=1-s2.0-S2590037424000335-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141067579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A reciprocal integral identity of coupled Poisson and Laplace equations in two arbitrary domains sharing a common boundary 共享共同边界的两个任意域中耦合泊松方程和拉普拉斯方程的互积分特性
IF 2
Results in Applied Mathematics Pub Date : 2024-05-01 DOI: 10.1016/j.rinam.2024.100464
Sai Sashankh Rao, Harris Wong
{"title":"A reciprocal integral identity of coupled Poisson and Laplace equations in two arbitrary domains sharing a common boundary","authors":"Sai Sashankh Rao,&nbsp;Harris Wong","doi":"10.1016/j.rinam.2024.100464","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100464","url":null,"abstract":"<div><p>In solving the coupled vapor and liquid unidirectional flows in micro heat pipes, we discovered numerically an integral identity. After asymptotic and polynomial expansions, the coupled flows yield two reciprocal systems of equations. In system A, a vapor velocity <span><math><msub><mi>U</mi><mi>A</mi></msub></math></span> obeys the Poisson equation and drives, through an interfacial boundary condition, a liquid velocity <span><math><msub><mi>W</mi><mi>A</mi></msub></math></span> that satisfies the Laplace equation. In reciprocal system B, a liquid velocity <span><math><msub><mi>W</mi><mi>B</mi></msub></math></span> obeys the Poisson equation and drives, through another interfacial boundary condition, a vapor velocity <span><math><msub><mi>U</mi><mi>B</mi></msub></math></span> that satisfies the Laplace equation. We found that the vapor volume flow rate of <span><math><msub><mi>U</mi><mi>B</mi></msub></math></span> is numerically equal to the liquid volume flow rate of <span><math><msub><mi>W</mi><mi>A</mi></msub></math></span> for seven different pipe shapes. Here, a general proof is presented for the integral identity, and some interesting implications of this identity are discussed.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100464"},"PeriodicalIF":2.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000347/pdfft?md5=15ef6456818b39be2398537f95248bf5&pid=1-s2.0-S2590037424000347-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141242564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TDOR-MPINNs: Multi-output physics-informed neural networks based on time differential order reduction for solving coupled Klein–Gordon–Zakharov systems TDOR-MPINNs:基于时差阶减的多输出物理信息神经网络,用于求解耦合克莱因-戈登-扎哈罗夫系统
IF 2
Results in Applied Mathematics Pub Date : 2024-05-01 DOI: 10.1016/j.rinam.2024.100462
Jiahuan He, Yang Liu, Hong Li
{"title":"TDOR-MPINNs: Multi-output physics-informed neural networks based on time differential order reduction for solving coupled Klein–Gordon–Zakharov systems","authors":"Jiahuan He,&nbsp;Yang Liu,&nbsp;Hong Li","doi":"10.1016/j.rinam.2024.100462","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100462","url":null,"abstract":"<div><p>With the continuous development in the field of deep learning, in recent years, it has also been widely used in the field of solving partial differential equations, especially the physics-informed neural networks (PINNs) method. However, the PINNs method has some limitations in solving coupled Klein–Gordon–Zakharov (KGZ) systems. To this end, in this article, inspired by the PINNs method and combined with the characteristics of the coupled KGZ systems, we design a neural network model, named multi-output physics-informed neural networks based on time differential order reduction (TDOR-MPINNs), to solve the coupled KGZ systems. Compared with the PINNs, the TDOR-MPINNs first reduces the time derivatives, and thus can increase supervised learning tasks. And through comparing the numerical results obtained by using TDOR-MPINNs and PINNs for solving the one-dimensional (1-D) and two-dimensional (2-D) coupled KGZ systems, we further validate the effectiveness, accuracy and reliability of the TDOR-MPINNs.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100462"},"PeriodicalIF":2.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000323/pdfft?md5=a2129c10b3b5d8d2bd0e79f34b38b6d5&pid=1-s2.0-S2590037424000323-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140918743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Positivity-preserving discontinuous Galerkin scheme for linear hyperbolic equations with characteristics-informed augmentation 线性双曲方程的保正性非连续伽勒金方案与特征信息增量
IF 2
Results in Applied Mathematics Pub Date : 2024-05-01 DOI: 10.1016/j.rinam.2024.100460
Maurice S. Fabien
{"title":"Positivity-preserving discontinuous Galerkin scheme for linear hyperbolic equations with characteristics-informed augmentation","authors":"Maurice S. Fabien","doi":"10.1016/j.rinam.2024.100460","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100460","url":null,"abstract":"<div><p>This paper presents a positivity-preserving discontinuous Galerkin (DG) scheme for the linear hyperbolic problem with variable coefficients on structured Cartesian domains. The standard DG spaces are augmented with either polynomial or non-polynomial basis functions. The primary purpose of these augmented basis functions is to ensure that the cell average from the unmodulated DG scheme remains positive. We explicitly obtain suitable basis functions by inspecting the method of characteristics on an auxiliary problem. A key result is proved which demonstrates that the unmodulated augmented DG scheme will retain a positive cell average, provided that the inflow, source term, and variable coefficients are positive. A simple scaling limiter can then be leveraged to produce a high-order conservative positivity-preserving DG scheme. Numerical experiments demonstrate the scheme is able to retain high-order accuracy as well as robustness for variable coefficients. To improve efficiency, an inexact augmented basis function can be obtained rather than a analytic non-polynomial solution to the auxiliary problem from the method of characteristics.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100460"},"PeriodicalIF":2.0,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S259003742400030X/pdfft?md5=5573fad70bfa36dcb674d85f812a20a9&pid=1-s2.0-S259003742400030X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140879869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical solutions of sea turtle population dynamics model by using restarting strategy of PINN-Adam 利用 PINN-Adam 重启策略数值求解海龟种群动态模型
IF 2
Results in Applied Mathematics Pub Date : 2024-04-25 DOI: 10.1016/j.rinam.2024.100457
Danang A. Pratama , Maharani A. Bakar , Ummu Atiqah Mohd Roslan , Sugiyarto Surono , A. Salhi
{"title":"Numerical solutions of sea turtle population dynamics model by using restarting strategy of PINN-Adam","authors":"Danang A. Pratama ,&nbsp;Maharani A. Bakar ,&nbsp;Ummu Atiqah Mohd Roslan ,&nbsp;Sugiyarto Surono ,&nbsp;A. Salhi","doi":"10.1016/j.rinam.2024.100457","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100457","url":null,"abstract":"<div><p>The Lotka–Volterra predator–prey system for dynamic sea turtle population is solved using r-PINN-Adam method, a novel approach which combines Physics-Informed Neural Network (PINN) with restarting strategy. This method allows us to monitor the loss function values of PINN such that when there is no progress made, we stop the process and pick a good value to be used in the next process. Subsequently, the training time decreases and the accuracy increases. The numerical solutions are compared to the popular Runge–Kutta method in terms of correctness which presented graphically. Simulation results also displayed in terms of trainable parameters and optimal loss function performance. The research highlights the robustness and superiority of the proposed method, positioning it as a valuable tool for sea turtle conservation efforts.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100457"},"PeriodicalIF":2.0,"publicationDate":"2024-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S259003742400027X/pdfft?md5=4aa0b3ca96f914efc74198fb3ea5def7&pid=1-s2.0-S259003742400027X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140643848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Numerical solution of singularly perturbed singular third order boundary value problems with nonclassical sinc method 用非经典 sinc 法数值求解奇异扰动奇异三阶边界值问题
IF 2
Results in Applied Mathematics Pub Date : 2024-04-22 DOI: 10.1016/j.rinam.2024.100459
A. Alipanah, K. Mohammadi, R.M. Haji
{"title":"Numerical solution of singularly perturbed singular third order boundary value problems with nonclassical sinc method","authors":"A. Alipanah,&nbsp;K. Mohammadi,&nbsp;R.M. Haji","doi":"10.1016/j.rinam.2024.100459","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100459","url":null,"abstract":"<div><p>In this paper, we employ a nonclassical sinc-collocation method to compute numerical solutions for singularly perturbed singular third-order boundary value problems prevalent in various scientific and engineering domains. Utilizing the sinc approximation offers a strategic advantage in navigating singularities, thus enabling an efficient computational strategy. Our method streamlines the solution process by converting singular boundary value problems into sets of linear equations, thereby improving computational efficiency. Moreover, its straightforward implementation adds to its robustness. We explore the convergence properties and error estimation of our proposed methods in detail. Finally, we provide two illustrative examples that demonstrate the effectiveness of our approach.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100459"},"PeriodicalIF":2.0,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000293/pdfft?md5=af171e0fc328aead340f15491e241174&pid=1-s2.0-S2590037424000293-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140633326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A hybrid-based numerical method for a class of systems of mixed Volterra–Fredholm integral equations 一类 Volterra-Fredholm 混合积分方程系统的混合数值方法
IF 2
Results in Applied Mathematics Pub Date : 2024-04-17 DOI: 10.1016/j.rinam.2024.100458
F. Afiatdoust , M.M. Hosseini , M.H. Heydari , M. Mohseni Moghadam
{"title":"A hybrid-based numerical method for a class of systems of mixed Volterra–Fredholm integral equations","authors":"F. Afiatdoust ,&nbsp;M.M. Hosseini ,&nbsp;M.H. Heydari ,&nbsp;M. Mohseni Moghadam","doi":"10.1016/j.rinam.2024.100458","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100458","url":null,"abstract":"<div><p>This study introduces a hybrid procedure based on a block-by-block scheme (created by the Gauss–Lobatto integration formula) and a set of the hybrid functions (defined by the Legendre polynomials and block-pulse functions) to solve a class of systems of mixed Volterra–Fredholm integral equations. More precisely, the proposed scheme combines the Gauss–Lobatto quadrature rule for the temporal variable and the hybrid functions for the spacial direction. In the established procedure, several values of the problem solution are elicited simultaneously, without employing any starting value for beginning. The convergence, along with the analysis of error for the method are proved. Some numerical examples are solved to show the efficiency and accuracy of the proposed strategy.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100458"},"PeriodicalIF":2.0,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000281/pdfft?md5=7a28858a05e53846072d290e9bb88280&pid=1-s2.0-S2590037424000281-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140605767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite element error estimation for parabolic optimal control with measurement data 利用测量数据对抛物线优化控制进行有限元误差估计
IF 2
Results in Applied Mathematics Pub Date : 2024-04-16 DOI: 10.1016/j.rinam.2024.100456
Xun Yang, Xianbing Luo
{"title":"Finite element error estimation for parabolic optimal control with measurement data","authors":"Xun Yang,&nbsp;Xianbing Luo","doi":"10.1016/j.rinam.2024.100456","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100456","url":null,"abstract":"<div><p>A prior error estimate is considered for the finite element (FE) approximation of a parabolic optimal control (POC) with spatial measurement data. We use conforming linear finite element to discretize the space for the state, piecewise constant for the control, and Euler method to discretize the time. The convergence order <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>h</mi></mrow><mrow><mn>2</mn><mo>−</mo><mfrac><mrow><mi>s</mi></mrow><mrow><mn>2</mn></mrow></mfrac></mrow></msup><mo>+</mo><msup><mrow><mi>k</mi></mrow><mrow><mfrac><mrow><mn>1</mn></mrow><mrow><mn>2</mn></mrow></mfrac></mrow></msup><mo>)</mo></mrow></mrow></math></span> in the <span><math><mrow><msup><mrow><mi>L</mi></mrow><mrow><mn>2</mn></mrow></msup><mrow><mo>(</mo><mn>0</mn><mo>,</mo><mi>T</mi><mo>,</mo><msup><mrow><mi>L</mi></mrow><mrow><mn>2</mn></mrow></msup><mrow><mo>(</mo><mi>Ω</mi><mo>)</mo></mrow><mo>)</mo></mrow></mrow></math></span>-norm of state variable, co-state, and control variable are obtained. To validate our theory, numerical tests are executed.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100456"},"PeriodicalIF":2.0,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000268/pdfft?md5=ad43a30f2f725635956ac9b65de5891f&pid=1-s2.0-S2590037424000268-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140558499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A class of new implicit compact sixth-order approximations for Poisson equations and the estimates of normal derivatives in multi-dimensions 一类新的泊松方程隐式紧凑六阶近似和多维度正态导数估计
IF 2
Results in Applied Mathematics Pub Date : 2024-04-15 DOI: 10.1016/j.rinam.2024.100454
R.K. Mohanty , Niranjan
{"title":"A class of new implicit compact sixth-order approximations for Poisson equations and the estimates of normal derivatives in multi-dimensions","authors":"R.K. Mohanty ,&nbsp;Niranjan","doi":"10.1016/j.rinam.2024.100454","DOIUrl":"https://doi.org/10.1016/j.rinam.2024.100454","url":null,"abstract":"<div><p>In this piece of work, a family of compact implicit numerical algorithms for (<em>∂u/∂n</em>) of order of accuracy six are proposed on a 9- and 19-point compact cell for two- and three- dimensional Poisson equations <em>∆</em><sup>2</sup><em>u</em>=<em>f</em> which are quite often useful in mathematical physics and engineering, where <em>∆</em><sup>2</sup> is either two or three dimensional Laplacian operator. First, we propose a family of new numerical algorithms of order of accuracy six for the computation of the solution of 2D and 3D Poisson equations on 9- and 27-points compact stencil, respectively. Then with the aid of the numerical solution of <em>u</em>, we propose a new family of compact sixth order implicit numerical algorithms for the estimates of (<em>∂u/∂n</em>). The proposed algorithms are free from derivatives of the source functions, which makes our algorithms more efficient for computation. Suitable iteration techniques are used for computation to demonstrate the sixth order convergence of the proposed algorithms. Numerical results are tabulated, confirming the usefulness of the suggested numerical algorithms.</p></div>","PeriodicalId":36918,"journal":{"name":"Results in Applied Mathematics","volume":"22 ","pages":"Article 100454"},"PeriodicalIF":2.0,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2590037424000244/pdfft?md5=777275bd087413d156989f36e77a860d&pid=1-s2.0-S2590037424000244-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140555015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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