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A globally convergent numerical method for coefficient inverse problems.

机译:系数逆问题的全局收敛数值方法。

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摘要

In our terminology "globally convergent numerical method" means a numerical method, whose convergence to a good approximation for the correct solution is independent of the initial approximation. A new numerical imaging algorithm of reconstruction of optical absorption coefficients from near infrared light data with a continuous-wave has been purposed to solves a coefficient inverse problem for an elliptic equation with the data generated by the source running along a straight line. A regularization process, so-called "exterior forward problem", for preprocessing data with noise on the boundary has also been purpose for the problem related to matching fluid in experiment. A rigorous convergence analysis shows that this method converges globally. A heuristic approach for approximating "tail-function" which is a crucial part of our problem has been performed and verified in numerical experiments, so as the global convergence. Applications to both electrical impedance and optical tomography are discussed. Numerical experiments in the 2D case are presented.
机译:在我们的术语中,“全局收敛数值方法”是指一种数值方法,对于正确解,其收敛到良好近似值与初始近似值无关。一种新的数值成像算法,用连续波重建近红外光数据的光吸收系数,目的是解决由源产生的数据沿直线延伸的椭圆方程的系数逆问题。正则化过程,即所谓的“外部正向问题”,用于预处理边界上带有噪声的数据,也已用于解决与实验中流体匹配有关的问题。严格的收敛分析表明该方法是全局收敛的。在数值实验中已经执行并验证了一种近似“尾部函数”的启发式方法,这是我们问题的关键部分,因此它具有全局收敛性。讨论了在电阻抗和光学层析成像中的应用。提出了二维情况下的数值实验。

著录项

  • 作者

    Pantong, Natee.;

  • 作者单位

    The University of Texas at Arlington.;

  • 授予单位 The University of Texas at Arlington.;
  • 学科 Mathematics.;Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 136 p.
  • 总页数 136
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 数学;生物医学工程;
  • 关键词

  • 入库时间 2022-08-17 11:37:37

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