R-K type Landweber method for nonlinear ill-posed problems
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摘要
In this paper we propose the R-K type Landweber iteration and investigate the convergence of the method for nonlinear ill-posed problem F(x)=y where F:H→H is a nonlinear operator between Hilbert space H. Moreover, for perturbed data with noise level δ we prove that the convergence rate is O(δ2/3) under appropriate conditions. Finally, the numerical performance of this R-K type Landweber iteration for a nonlinear convolution equation is compared with the Landweber iteration.
论文关键词:32H50,34K29,Ill-posed problems,R-K type Landweber method,Continuous methods
论文评审过程:Received 30 December 2005, Revised 22 May 2006, Available online 1 September 2006.
论文官网地址:https://doi.org/10.1016/j.cam.2006.07.022