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A regularization method for the function reconstruction from approximate average fluxes*

Jianguo Huang1 and Yu Chen

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A regularization method is proposed for the function reconstruction from approximate average fluxes. Such problems often occur in environmental science and mathematical statistics. The unique solvability of the method is proved and a number of conditions are given to characterize the solution. The error estimates are established after the introduction of some interpolation operators. A series of numerical examples are provided to illustrate the effectiveness and computational performance of the method. Some ideas for the choice of the regularization parameter are also suggested by the computational experience.


Footnote
*  The work was partly supported by NNSFC under the grant no 10371076, E-Institutes of Shanghai Municipal Education Commission, no E03004, and The Science Foundation of Shanghai, no 04JC14062.
PACS

02.30.Tb Operator theory

06.20.Dk Measurement and error theory

MSC

47A52 Ill-posed problems, regularization

65Gxx Error analysis and interval analysis

Subjects

Mathematical physics

Instrumentation and measurement

Dates

Issue 5 (October 2005)

Received 2 February 2005, in final form 14 June 2005

Published 16 September 2005



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