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Simultaneous determination of time-dependent coefficients in the heat equation

机译:同时确定热方程中的时间相关系数

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摘要

In this paper, the determination of time-dependent leading and lower-order thermal coefficients is investigated. We consider the inverse and ill-posed nonlinear problems of simultaneous identification of a couple of these coefficients in the one-dimensional heat equation from Cauchy boundary data. Unique solvability theorems of these inverse problems are supplied and, in one new case where they were not previously provided, are rigorously proved. However, since the problems are still ill-posed the solution needs to be regularized. Therefore, in order to obtain a stable solution, a regularized nonlinear least-squares objective function is minimized in order to retrieve the unknown coefficients. The stability of numerical results is investigated for several test examples with respect to different noise levels and for various regularization parameters. This study will be significant to researchers working on computational and mathematical methods for solving inverse coefficient identification problems with applications in heat transfer and porous media.
机译:本文研究了时间相关的超前和低阶热系数的确定。我们考虑了根据柯西边界数据同时识别一维热方程中的两个系数的逆和不适定非线性问题。提供了这些反问题的独特可解性定理,并且在以前没有提供的一种新情况下,经过严格证明。但是,由于问题仍然存在,因此需要对解决方案进行规范。因此,为了获得稳定的解,将正则化的非线性最小二乘目标函数最小化以便检索未知系数。针对几个测试示例,针对不同的噪声水平和各种正则化参数,研究了数值结果的稳定性。这项研究对于研究计算和数学方法以解决传热和多孔介质中反系数识别问题的研究人员将具有重要意义。

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