Jianjun Liu

Work place: PetroChina Pipeline R&D Center, Langfang, P.R.C

E-mail: kjliujj@petrochina.com.cn

Website:

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Biography

Jianjun liu was born in Aug. 6, 1980, China. Science PhD degree was earned from ShangHai University in 2008. The research field is numerical algorithms for ill-posed problems.

Author Articles
Numerical Implementation of Nonlinear Implicit Iterative Method for Solving Ill-posed Problems

By Jianjun Liu Zhe Wang Guoqiang He Chuangang Kang

DOI: https://doi.org/10.5815/ijitcs.2011.04.02, Pub. Date: 8 Aug. 2011

Many nonlinear regularization methods may converge to local minima in numerical implementation for the complexity of nonlinear operator. Under some not very strict assumptions, we implement our proposed nonlinear implicit iterative method and have a global convergence results. Using the convexity property of the modified Tikhonov functional, it combines nonlinear implicit iterative method with a gradient method for solving ill-posed problems. Finally we present two numerical results for integral equation and parameter identification.

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