Reverse differentiation sind the inverse diffusion problem

被引:34
作者
Davies, AJ
Christianson, DB
Dixon, LCW
Roy, R
vanderZee, P
机构
[1] UNIV HERTFORDSHIRE,DEPT COMP SCI,HATFIELD AL10 9AB,HERTS,ENGLAND
[2] UNIV HERTFORDSHIRE,DEPT PHYS SCI,HATFIELD AL10 9AB,HERTS,ENGLAND
关键词
diffusion problem; finite element method; inverse problem; reverse differentiation;
D O I
10.1016/S0965-9978(97)00005-7
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper the task of solving the inverse photon diffusion problem in human tissue will be discussed. In such problems the optical properties of the tissue are to be determined from a knowledge of measured values of boundary output fluxes. A finite element model is proposed for the solution process and the problem is posed as a least squares optimisation problem. An important and costly part of optimisation processes is the calculation of gradients of the merit function. It has been shown that for such problems the reverse differentiation process can be implemented very efficiently with significant savings in both computation time and store. In this paper we show that the finite element optimisation process with reverse differentiation is ideally suited to the solution of the inverse diffusion problem. (C) 1997 Published by Elsevier Science Limited.
引用
收藏
页码:217 / 221
页数:5
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