改进的Tikhonov正则化及其正则解的最优渐近阶估计

李功胜;马逸尘;高登攀;庄弘炜

系统科学与数学 ›› 2002, Vol. 22 ›› Issue (2) : 158-167.

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系统科学与数学 ›› 2002, Vol. 22 ›› Issue (2) : 158-167. DOI: 10.12341/jssms09751
论文

改进的Tikhonov正则化及其正则解的最优渐近阶估计

    李功胜(1),马逸尘(2),高登攀(2),庄弘炜(2)
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MODIFIED TIKHONOV REGULARIATION AND THEOPTIMUM ASYMPTOTIC ORDER OF REGULARIZEDSOLUTION

    Gong Sheng LI(1),Yi Chen MA(2),Deng Pan GAO(2),Hong Wei ZHUANG(2)
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摘要

对于算子与右端都有扰动的第一类算子方程建立了一类新的正则化方法(称为改进的Tikhonov正则化).应用紧算子的奇异系统和广义Arcangeli方法后验选取正则参数,证明了正则解具有最优的渐近阶并给出了相应的算例分析.

Abstract

With the aid of regularizing filters, a new class of regularization methods called the modifed Tikhonov regularization for solving the first kind of operator equations with perturbed operators and noisy data are constructed. By choosing the regularization parameters appropriately, the convergence and optimum asymptotic order of the regularized solution is obtained.

关键词

改进的Tikhonov正则化 / 正则化子

Key words

Modified Tikhonov regularization / regularizing filter / a posteriori choice of regularization paramet

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李功胜 , 马逸尘 , 高登攀 , 庄弘炜. 改进的Tikhonov正则化及其正则解的最优渐近阶估计. 系统科学与数学, 2002, 22(2): 158-167. https://doi.org/10.12341/jssms09751
Gong Sheng LI , Yi Chen MA , Deng Pan GAO , Hong Wei ZHUANG. MODIFIED TIKHONOV REGULARIATION AND THEOPTIMUM ASYMPTOTIC ORDER OF REGULARIZEDSOLUTION. Journal of Systems Science and Mathematical Sciences, 2002, 22(2): 158-167 https://doi.org/10.12341/jssms09751
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