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On the Generalized Wavelet-Galerkin Method

机译:关于广义小波 - 伽辽金法

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摘要

In the frame of the traditional wavelet-Galerkin method based on thecompactly supported wavelets, it is important to calculate the so-calledconnection coefficients that are some integrals whose integrands involveproducts of wavelets, their derivatives as well as some known coefficients inconsidered differential equations. However, even for linear differentialequations with non-constant coefficient, the computation of connectcoefficients becomes rather time-consuming and often even impossible. In thispaper, we propose a generalized wavelet-Galerkin method based on the compactlysupported wavelets, which is computationally very efficient even fordifferential equations with non-constant coefficients, no matter linear ornonlinear problems. Some related mathematical theorems are proved, based onwhich the basic ideas of the generalized wavelet-Galerkin method are describedin details. In addition, some examples are used to illustrate its validity andhigh efficiency. A nonlinear example shows that the generalizedwavelet-Galerkin method is not only valid to solve nonlinear problems, but alsopossesses the ability to find new solutions of multi-solution problems. Thismethod can be widely applied to various types of both linear and nonlineardifferential equations in science and engineering.
机译:在传统的基于紧支持小波的小波-Galerkin方法的框架中,重要的是计算所谓的连接系数,这些系数是一些积分,其被积与小波的乘积,它们的导数以及一些已知的系数有关。然而,即使对于具有非恒定系数的线性微分方程,连接系数的计算也变得相当耗时,甚至常常是不可能的。在本文中,我们提出了基于紧支撑小波的广义小波-Galerkin方法,即使对于具有非恒定系数的微分方程,无论线性或非线性问题,该方法在计算上都非常有效。证明了一些相关的数学定理,在此基础上详细描述了广义小波-Galerkin方法的基本思想。另外,通过一些实例说明其有效性和高效率。非线性实例表明,广义小波-Galerkin方法不仅有效地解决了非线性问题,而且具有寻找多解问题新解的能力。该方法可以广泛应用于科学和工程领域的各种类型的线性和非线性微分方程。

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