滨州学院学报2024,Vol.40Issue(2) :41-45.DOI:10.13486/j.cnki.1673-2618.2024.02.006

基于谱方法和单纯形算法的一类偏微分方程参数反演研究

Parameters Inversion Study of a Kind of Partial Differential Equation Based on Spectral Method and Nelder-Mead Simplex Algorithm

王福昌 贺财宝
滨州学院学报2024,Vol.40Issue(2) :41-45.DOI:10.13486/j.cnki.1673-2618.2024.02.006

基于谱方法和单纯形算法的一类偏微分方程参数反演研究

Parameters Inversion Study of a Kind of Partial Differential Equation Based on Spectral Method and Nelder-Mead Simplex Algorithm

王福昌 1贺财宝1
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作者信息

  • 1. 防灾科技学院 基础部,河北 三河 065201
  • 折叠

摘要

根据观测数据反演偏微分方程参数具有重要的应用价值.通过基于快速傅立叶变换的谱方法实现对偏微分方程快速高精度求解,与观测数据结合建立待优化的目标函数,再用带边界约束的Nelder-Mead单纯形优化方法进行参数反演.通过算例证实了算法的有效性.

Abstract

Parameters inversion of partial differential equation from observed data has great values. Based on FFT spectral method and Nelder-Mead simplex algorithm,a practical algorithm is presented. Given the guess values of parameters,the prediction values of partial differential equations solutions can be computed by the FFT spectral algorithm,and the optimization objective function can be constructed u-sing difference between observed data and prediction values.So,the optimal parameters and order are searched by Nelder-Mead simplex optimization method.Finally,by computer simulation,a set of feasible inversion method is presented for study scientific and engineering problems.

关键词

快速傅立叶变换/谱方法/Nelder-Mead单纯形法/偏微分方程/参数反演

Key words

FFT/spectral method/Nelder-Mead simplex method/partial differential quation/parameters inversion

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基金项目

河北省高等学校科学研究计划(ZC202112)

出版年

2024
滨州学院学报
滨州学院

滨州学院学报

影响因子:0.174
ISSN:1673-2618
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