离散牛顿正则化方法及应用
DISCRETE NEWTON REGULARIZATION METHOD AND ITS APPLICATION
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摘要: 把离散Newton法和解不适定问题的正则化方法结合起来,给出了离散Newton正则化方法的迭代格式,并给出了这种迭代格式的收敛性分析的结果。最后考虑了这种方法在微分方程反问题上的应用,数值计算结果表明了这种方法的有效性。Abstract: In this paper, Discrete Newton Method for solving nonlinear operator equations and Tikhonov's regularization method for solving linear ill-posed problems are combined into a stable iterative scheme for solving nonlinear operator equations with hard computed and ill-conditioned derivatives. The results of convergence analyses and error estimates are ob-tained. The application of this method for solving the inverse problem on remote sensing of the thermal conductivity in the nonhomogeneous material is demonstrated. It is shown by numerical simulations that this method is feasible and effective.