Research of Genetic Algorithm for Parabolic Equation Inverse Problem

Ya Mian Peng; Guan Chen Zhou; Hui Juan Zhao

doi:10.4028/www.scientific.net/AMM.50-51.428

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 50-51Research of Genetic Algorithm for Parabolic...

Research of Genetic Algorithm for Parabolic Equation Inverse Problem

Abstract:

It is difficult to solve the inverse problem because it always ill-posed. This paper introduced a new approach based on Genetic Algorithms (GA) for solve the parabolic equation inverse problem. The GA transforms the inverse problem into an optimization problem. The results of numerical simulation show that the method has high accuracy and quick convergent speed. And it is easy to program and calculate. It is worth of practical application.

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Periodical:

Applied Mechanics and Materials (Volumes 50-51)

Pages:

428-431

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.50-51.428

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Online since:

February 2011

Authors:

Ya Mian Peng, Guan Chen Zhou, Hui Juan Zhao

Keywords:

Genetic Algorithm (GA), Ill-Posed, Inverse Problem, Parabolic Equation

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References

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