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Quasilinearized Scale-3 Haar wavelets-based algorithm for numerical simulation of fractional dynamical systems

机译:基于准线性化Scale-3 Haar小波的分数阶动力系统数值模拟算法

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Purpose The main purpose of this work is to develop a novel algorithm based on Scale-3 Haar wavelets (S-3 HW) and quasilinearization for numerical simulation of dynamical system of ordinary differential equations.Design/methodology/approach The first step in the development of the algorithm is quasilinearization process to linearize the problem, and then Scale-3 Haar wavelets are used for space discretization. Finally, the obtained system is solved by Gauss elimination method.Findings Some numerical examples of fractional dynamical system are considered to check the accuracy of the algorithm. Numerical results show that quasilinearization with Scale-3 Haar wavelet converges fast even for small number of collocation points as compared of classical Scale-2 Haar wavelet (S-2 HW) method. The convergence analysis of the proposed algorithm has been shown that as we increase the resolution level of Scale-3 Haar wavelet error goes to zero rapidly.Originality/value To the best of authors' knowledge, this is the first time that new Haar wavelets Scale-3 have been used in fractional system. A new scheme is developed for dynamical system based on new Scale-3 Haar wavelets. These wavelets take less time than Scale-2 Haar wavelets. This approach extends the idea of Jiwari (2015, 2012) via translation and dilation of Haar function at Scale-3.
机译:目的这项工作的主要目的是开发一种基于Scale-3 Haar小波(S-3 HW)和准线性化的新算法,用于常微分方程动力学系统的数值模拟。设计/方法/方法开发的第一步该算法采用准线性化过程对问题进行线性化,然后将Scale-3 Haar小波用于空间离散化。最后,用高斯消去法对所获得的系统进行求解。发现考虑了分数阶动力系统的一些数值例子,以检验算法的准确性。数值结果表明,与经典的Scale-2 Haar小波(S-2 HW)方法相比,使用Scale-3 Haar小波的准线性化即使在配置点较少的情况下也能快速收敛。所提算法的收敛性分析表明,随着我们提高Scale-3 Haar小波误差的分辨率水平迅速达到零。原始数据/值据作者所知,这是新的Haar小波Scale的第一次。 -3已在分数系统中使用。基于新的Scale-3 Haar小波,为动力系统开发了一种新方案。这些小波比Scale-2 Haar小波花费的时间更少。这种方法通过在Scale-3上翻译和扩展Haar函数来扩展Jiwari(2015,2012)的想法。

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