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Solution of inverse radiative transfer problems in two-layer participating media with differential evolution

机译:具有差分演化的两层参与介质反辐射传递问题的求解

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In the present work the differential evolution approach (DE) is used for the estimation of radiative properties in two-layer participating media. This physical phenomenon is modelled by an integro-differential equation known as the Boltzmann equation. A review of the optimization technique used is presented. The direct radiative transfer problem is solved by using the collocation method. Then, case studies are presented aimed at illustrating the efficiency of the methodology used in the treatment of an inverse problem of radiative transfer. The results obtained from the solution of the inverse problem are compared with those obtained from a hybridization of simulated annealing and Levenberg-Marquardt methods. The preliminary results indicate that the proposed approach characterizes a promising methodology for the present type of inverse problem.
机译:在本工作中,差分演化方法(DE)用于估计两层参与介质中的辐射特性。这种物理现象是通过称为Boltzmann方程的积分微分方程建模的。本文介绍了所使用的优化技术。通过使用搭配方法解决了直接辐射传递问题。然后,提出了一些案例研究,旨在说明用于放射辐射逆问题的方法学的效率。将反问题的求解结果与模拟退火和Levenberg-Marquardt方法杂交得到的结果进行比较。初步结果表明,所提出的方法表征了当前类型反问题的一种有前途的方法。

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  • 来源
    《Inverse Problems in Science and Engineering》 |2010年第2期|p.183-195|共13页
  • 作者单位

    School of Mechanical Engineering, Universidade Federal de Uberlândia, Av. João Naves de Ávila 2121 Campus Santa Mônica, P.O. Box 593 38400-902, Uberlândia, MG, Brazil;

    Department of Mechanical Engineering and Energy, Instituto Politécnico–IPRJ Universidade do Estado do Rio de Janeiro, Rua Alberto Rangel, s°, Vila Nova 28630-050, Nova Friburgo, RJ, Brazil;

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