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Landweber iterative method is one of the well-known techniques used for solving nonlinear ill-posed problems. The convergence analysis and error estimates are usually derived with many assumptions which are very difficult to verify from a practical point of view. In this work, we will consider a simplified form of the Landweber iterative scheme for solving nonlinear ill-posed problems. The author derives the convergence analysis and error estimate using weaker assumptions.

Produktbeschreibung
Landweber iterative method is one of the well-known techniques used for solving nonlinear ill-posed problems. The convergence analysis and error estimates are usually derived with many assumptions which are very difficult to verify from a practical point of view. In this work, we will consider a simplified form of the Landweber iterative scheme for solving nonlinear ill-posed problems. The author derives the convergence analysis and error estimate using weaker assumptions.
Autorenporträt
Dr. Jaise Jose currently working as an assistant professor in the Department of Computer Science at the Indian Institute of Information Technology, Kottayam. Her main research focus is on Regularization methods for Solving Nonlinear Ill-Posed Problems.