arXivDaily arXiv每日学术速递 周一至周五更新
arXiv math/0611634math.FAcs.NAmath.NA
收藏

Hilbert-Schmidt 算子与框架——分类、乘子逼近及算法

Hilbert-Schmidt Operators and Frames - Classification, Approximation by Multipliers and Algorithms

Peter Balazs

AI总结:

本文利用框架给出Hilbert-Schmidt算子的简单判别准则,通过张量积构造Bessel序列、框架和Riesz基,并设计算法用框架乘子最佳逼近任意矩阵。

摘要:

本文研究框架与Hilbert-Schmidt算子类之间的联系。首先,我们利用框架给出算子属于该类的简单判别准则,该准则等价于使用标准正交基的准则。然后,我们利用原始Hilbert空间中此类序列的张量积,为Hilbert-Schmidt算子类构造Bessel序列、框架和Riesz基。我们研究了如何高效计算任意算子与秩一算子的Hilbert-Schmidt内积。最后,我们给出一种算法,用于在Hilbert-Schmidt意义下用称为框架乘子的算子(将分析系数乘以固定符号后进行合成)最佳逼近任意矩阵。

英文摘要:

In this paper we deal with the connection of frames with the class of Hilbert Schmidt operators. First we give an easy criteria for operators being in this class using frames. It is the equivalent to the criteria using orthonormal bases. Then we construct Bessel sequences frames and Riesz bases for the class of Hilbert Schmidt operators using the tensor product of such sequences in the original Hilbert space. We investigate how the Hilbert Schmidt inner product of an arbitrary operator and such a rank one operator can be calculated in an efficient way. Finally we give an algorithm to find the best approximation, in the Hilbert Schmidt sense, of arbitrary matrices by operators called frame multipliers, which multiply the analysis coefficents by a fixed symbol followed by a synthesis.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑