A Note on the Krylov Solvability of Compact Normal Operators on Hilbert Space

被引:1
作者
Caruso, Noe Angelo [1 ]
机构
[1] Silesian Univ Opava, Math Inst Opava, Rybnicku 626-1, CZ-74601 Opava, Czech Republic
关键词
Inverse linear problems; Infinite-dimensional Hilbert space; Ill-posed problems; Compact operators; Bounded linear operators; Normal operators; Krylov subspaces; Cyclic operators; Krylov solution; Krylov solvability; CONVERGENCE; GMRES;
D O I
10.1007/s11785-023-01413-0
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We analyse the Krylov solvability of inverse linear problems on Hilbert space H where the underlying operator is compact and normal. Krylov solvability is an important feature of inverse linear problems that has profound implications in theoretical and applied numerical analysis as it is critical to understand the utility of Krylov based methods for solving inverse problems. Our results explicitly describe for the first time the Krylov subspace for such operators given any datum vector g is an element of H, as well as prove that all inverse linear problems are Krylov solvable provided that g is in the range of such an operator. We therefore expand our knowledge of the class of Krylov solvable operators to include the normal compact operators. We close the study by proving an isomorphism between the closed Krylov subspace for a general bounded normal operator and an L-2-measure space based on the scalar spectral measure.
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页数:12
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