A New Wavelet Collocation Algorithm for Solving a Nonlinear Boundary Value Problem of the Human Corneal Shape.

IF 0.6 4区 心理学 Q4 PSYCHOLOGY, MATHEMATICAL Nonlinear Dynamics Psychology and Life Sciences Pub Date : 2023-10-01
R Rajaraman, G Hariharan
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Abstract

The Hermite wavelet method (HWM) is introduced in this study to solve a nonlinear differential equation determining the human corneal morphology. The changes in curvature of the human cornea in hypotony, normal intraocular pressure, glaucoma, and other conditions are discussed. The Hermite wavelet operational matrices of derivatives are used to generate wavelet solutions based on this technique. The solutions of the nonlinear differential equation are determined for various values of constant parameters that can appear in the diverse physical situations. The proposed wavelet solutions are more accurate than the other approximate analytical solutions listed in the literature. The HWM solutions are compared to homotopy perturbation method, Taylor series, pertur-bation technique and artificial neural network solutions. There is broad consensus. This illustrates that HWM is a useful and appropriate strategy for handling difficulties with nonlinear boundary value problems that emerge in corneal geometry.

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求解人角膜形状非线性边值问题的一种新的小波配置算法。
本文引入Hermite小波方法(HWM)来求解一个确定人类角膜形态的非线性微分方程。讨论了低眼压、正常眼压、青光眼和其他情况下人类角膜曲率的变化。基于该技术,利用导数的Hermite小波运算矩阵生成小波解。非线性微分方程的解是针对在不同物理情况下可能出现的各种常参数值确定的。所提出的小波解比文献中列出的其他近似分析解更准确。将HWM解与同伦微扰法、泰勒级数、微扰技术和人工神经网络解进行了比较。各方达成了广泛共识。这说明HWM是一种有用且适当的策略,用于处理角膜几何中出现的非线性边值问题的困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.40
自引率
11.10%
发文量
26
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