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In
operator theory In mathematics, operator theory is the study of linear operators on function spaces, beginning with differential operators and integral operators. The operators may be presented abstractly by their characteristics, such as bounded linear oper ...
, Atkinson's theorem (named for
Frederick Valentine Atkinson Frederick Valentine "Derick" Atkinson (25 January 1916 – 13 November 2002) was a British mathematician, formerly of the University of Toronto, Canada, where he spent most of his career. Atkinson's theorem and Atkinson–Wilcox theorem are nam ...
) gives a characterization of
Fredholm operator In mathematics, Fredholm operators are certain Operator (mathematics), operators that arise in the Fredholm theory of integral equations. They are named in honour of Erik Ivar Fredholm. By definition, a Fredholm operator is a bounded linear operat ...
s.


The theorem

Let ''H'' be a
Hilbert space In mathematics, Hilbert spaces (named after David Hilbert) allow generalizing the methods of linear algebra and calculus from (finite-dimensional) Euclidean vector spaces to spaces that may be infinite-dimensional. Hilbert spaces arise natu ...
and ''L''(''H'') the set of bounded operators on ''H''. The following is the classical definition of a
Fredholm operator In mathematics, Fredholm operators are certain Operator (mathematics), operators that arise in the Fredholm theory of integral equations. They are named in honour of Erik Ivar Fredholm. By definition, a Fredholm operator is a bounded linear operat ...
: an operator ''T'' ∈ ''L''(''H'') is said to be a Fredholm operator if the
kernel Kernel may refer to: Computing * Kernel (operating system), the central component of most operating systems * Kernel (image processing), a matrix used for image convolution * Compute kernel, in GPGPU programming * Kernel method, in machine lea ...
Ker(''T'') is finite-dimensional, Ker(''T*'') is finite-dimensional (where ''T*'' denotes the
adjoint In mathematics, the term ''adjoint'' applies in several situations. Several of these share a similar formalism: if ''A'' is adjoint to ''B'', then there is typically some formula of the type :(''Ax'', ''y'') = (''x'', ''By''). Specifically, adjoin ...
of ''T''), and the
range Range may refer to: Geography * Range (geographic), a chain of hills or mountains; a somewhat linear, complex mountainous or hilly area (cordillera, sierra) ** Mountain range, a group of mountains bordered by lowlands * Range, a term used to i ...
Ran(''T'') is closed. Atkinson's theorem states: :A ''T'' ∈ ''L''(''H'') is a Fredholm operator if and only if ''T'' is invertible modulo compact perturbation, i.e. ''TS'' = ''I'' + ''C''1 and ''ST'' = ''I'' + ''C''2 for some bounded operator ''S'' and
compact operator In functional analysis, a branch of mathematics, a compact operator is a linear operator T: X \to Y, where X,Y are normed vector spaces, with the property that T maps bounded subsets of X to relatively compact subsets of Y (subsets with compact ...
s ''C''1 and ''C''2. In other words, an operator ''T'' ∈ ''L''(''H'') is Fredholm, in the classical sense, if and only if its projection in the
Calkin algebra In functional analysis, the Calkin algebra, named after John Williams Calkin, is the quotient of ''B''(''H''), the ring of bounded linear operators on a separable infinite-dimensional Hilbert space ''H'', by the ideal ''K''(''H'') of compact ope ...
is invertible.


Sketch of proof

The outline of a proof is as follows. For the ⇒ implication, express ''H'' as the orthogonal direct sum : H = \operatorname(T)^\perp \oplus \operatorname (T). The restriction ''T'' : Ker(''T'') → Ran(''T'') is a bijection, and therefore invertible by the open mapping theorem. Extend this inverse by 0 on Ran(''T'') = Ker(''T*'') to an operator ''S'' defined on all of ''H''. Then ''I'' − ''TS'' is the finite-rank projection onto Ker(''T*''), and ''I'' − ''ST'' is the projection onto Ker(''T''). This proves the only if part of the theorem. For the converse, suppose now that ''ST'' = ''I'' + ''C''2 for some compact operator ''C''2. If ''x'' ∈ Ker(''T''), then ''STx'' = ''x'' + ''C''2''x'' = 0. So Ker(''T'') is contained in an eigenspace of ''C''2, which is finite-dimensional (see
spectral theory of compact operators In functional analysis, compact operators are linear operators on Banach spaces that map bounded sets to relatively compact sets. In the case of a Hilbert space ''H'', the compact operators are the closure of the finite rank operators in the unifo ...
). Therefore, Ker(''T'') is also finite-dimensional. The same argument shows that Ker(''T*'') is also finite-dimensional. To prove that Ran(''T'') is closed, we make use of the
approximation property In mathematics, specifically functional analysis, a Banach space is said to have the approximation property (AP), if every compact operator is a limit of finite-rank operators. The converse is always true. Every Hilbert space has this prope ...
: let ''F'' be a finite-rank operator such that , , ''F'' − ''C''2, , < ''r''. Then for every ''x'' in Ker(''F''), :, , ''S'', , ⋅, , ''Tx'', , ≥ , , ''STx'', , = , , ''x'' + ''C''2''x'', , = , , ''x'' + ''Fx'' +''C''2''x'' − ''Fx'', , ≥ , , x, , − , , ''C''2 − ''F'', , ⋅, , x, , ≥ (1 − ''r''), , ''x'', , . Thus ''T'' is bounded below on Ker(''F''), which implies that ''T''(Ker(''F'')) is closed. On the other hand, ''T''(Ker(''F'')) is finite-dimensional, since Ker(''F'') = Ran(''F*'') is finite-dimensional. Therefore, Ran(''T'') = ''T''(Ker(''F'')) + ''T''(Ker(''F'')) is closed, and this proves the theorem. A more complete treatment of Atkinson's Theorem is in the reference by Arveson: it shows that if B is a Banach space, an operator is Fredholm iff it is invertible modulo a finite rank operator (and that the latter is equivalent to being invertible modulo a compact operator, which is significant in view of Enflo's example of a separable, reflexive Banach space with compact operators that are not norm-limits of finite rank operators). For Banach spaces, a Fredholm operator is one with finite dimensional kernel and range of finite codimension (equivalent to the kernel of its adjoint being finite dimensional). Note that the hypothesis that Ran(''T'') is closed is redundant since a space of finite codimension that is also the range of a bounded operator is always closed (see Arveson reference below); this is a consequence of the open-mapping theorem (and is not true if the space is not the range of a bounded operator, for example the kernel of a discontinuous linear functional).


References

* * Arveson, William B., A Short Course on Spectral Theory, Springer Graduate Texts in Mathematics, vol 209, 2002, {{Functional analysis Fredholm theory Theorems in functional analysis