Research of Genetic Algorithm for Parabolic Equation Inverse Problem
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.
Shaobo Zhong, Yimin Cheng and Xilong Qu
Y. M. Peng et al., "Research of Genetic Algorithm for Parabolic Equation Inverse Problem", Applied Mechanics and Materials, Vols. 50-51, pp. 428-431, 2011