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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, Fredholm operators are certain operators that arise in the Fredholm theory of
integral equation In mathematical analysis, integral equations are equations in which an unknown function appears under an integral sign. In mathematical notation, integral equations may thus be expressed as being of the form: f(x_1,x_2,x_3,\ldots,x_n ; u(x_1,x_2 ...
s. They are named in honour of Erik Ivar Fredholm. By definition, a Fredholm operator is a
bounded linear operator In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y. If X and Y are normed vector ...
''T'' : ''X'' → ''Y'' between two
Banach space In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
s with finite-dimensional kernel \ker T and finite-dimensional (algebraic)
cokernel The cokernel of a linear mapping of vector spaces is the quotient space of the codomain of by the image of . The dimension of the cokernel is called the ''corank'' of . Cokernels are dual to the kernels of category theory, hence the nam ...
\operatornameT = Y/\operatornameT, and with closed
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 ...
\operatornameT. The last condition is actually redundant. The ''
index Index (: indexes or indices) may refer to: Arts, entertainment, and media Fictional entities * Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index'' * The Index, an item on the Halo Array in the ...
'' of a Fredholm operator is the integer : \operatornameT := \dim \ker T - \operatorname\operatornameT or in other words, : \operatornameT := \dim \ker T - \operatorname\operatornameT.


Properties

Intuitively, Fredholm operators are those operators that are invertible "if finite-dimensional effects are ignored." The formally correct statement follows. A bounded operator T: X \to Y between Banach spaces X and Y is Fredholm if and only if it is invertible
modulo In computing and mathematics, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another, the latter being called the '' modulus'' of the operation. Given two positive numbers and , mo ...
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, i.e., if there exists a bounded linear operator :S: Y\to X such that : \mathrm_X - ST \quad\text\quad \mathrm_Y - TS are compact operators on X and Y respectively. If a Fredholm operator is modified slightly, it stays Fredholm and its index remains the same. Formally: The set of Fredholm operators from X to Y is open in the Banach space L(X,Y) of bounded linear operators, equipped with the
operator norm In mathematics, the operator norm measures the "size" of certain linear operators by assigning each a real number called its . Formally, it is a norm defined on the space of bounded linear operators between two given normed vector spaces. Inform ...
, and the index is locally constant. More precisely, if T_0 is Fredholm from X to Y, there exists \varepsilon > 0 such that every T in L(X,Y) with , , T - T_0, , < \varepsilon is Fredholm, with the same index as that of T_0 When T is Fredholm from X to Y and U Fredholm from Y to Z, then the composition U \circ T is Fredholm from X to Z and :\operatorname (U \circ T) = \operatorname(U) + \operatorname(T). When T is Fredholm, the
transpose In linear algebra, the transpose of a Matrix (mathematics), matrix is an operator which flips a matrix over its diagonal; that is, it switches the row and column indices of the matrix by producing another matrix, often denoted by (among other ...
(or adjoint) operator T' is Fredholm from Y' to X', and \text(T') = -\text(T). When X and Y are
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
s, the same conclusion holds for the
Hermitian adjoint In mathematics, specifically in operator theory, each linear operator A on an inner product space defines a Hermitian adjoint (or adjoint) operator A^* on that space according to the rule :\langle Ax,y \rangle = \langle x,A^*y \rangle, where \l ...
T^*. When T is Fredholm and K a compact operator, then T+K is Fredholm. The index of T remains unchanged under such a compact perturbations of T. This follows from the fact that the index \text(T+sK) is an integer defined for every s in ,1/math>, and \text(T+sK) is locally constant, hence \text(T+sK) = \text(T+sK). Invariance by perturbation is true for larger classes than the class of compact operators. For example, when U is Fredholm and T a strictly singular operator, then T + U is Fredholm with the same index. The class of inessential operators, which properly contains the class of strictly singular operators, is the "perturbation class" for Fredholm operators. This means an operator T\in B(X,Y) is inessential if and only if T+U is Fredholm for every Fredholm operator U\in B(X,Y).


Examples

Let H be a
Hilbert space In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
with an orthonormal basis \ indexed by the non negative integers. The (right)
shift operator In mathematics, and in particular functional analysis, the shift operator, also known as the translation operator, is an operator that takes a function to its translation . In time series analysis, the shift operator is called the '' lag opera ...
''S'' on ''H'' is defined by :S(e_n) = e_, \quad n \ge 0. \, This operator ''S'' is injective (actually, isometric) and has a closed range of codimension 1, hence ''S'' is Fredholm with \operatorname(S)=-1. The powers S^k, k\geq0, are Fredholm with index -k. The adjoint ''S*'' is the left shift, :S^*(e_0) = 0, \ \ S^*(e_n) = e_, \quad n \ge 1. \, The left shift ''S*'' is Fredholm with index 1. If ''H'' is the classical
Hardy space In complex analysis, the Hardy spaces (or Hardy classes) H^p are spaces of holomorphic functions on the unit disk or upper half plane. They were introduced by Frigyes Riesz , who named them after G. H. Hardy, because of the paper . In real anal ...
H^2(\mathbf) on the unit circle T in the complex plane, then the shift operator with respect to the orthonormal basis of complex exponentials :e_n : \mathrm^ \in \mathbf \mapsto \mathrm^, \quad n \ge 0, \, is the multiplication operator ''M''''φ'' with the function \varphi=e_1. More generally, let ''φ'' be a complex continuous function on T that does not vanish on \mathbf, and let ''T''''φ'' denote the Toeplitz operator with symbol ''φ'', equal to multiplication by ''φ'' followed by the orthogonal projection P:L^2(\mathbf)\to H^2(\mathbf): : T_\varphi : f \in H^2(\mathrm) \mapsto P(f \varphi) \in H^2(\mathrm). \, Then ''T''''φ'' is a Fredholm operator on H^2(\mathbf), with index related to the
winding number In mathematics, the winding number or winding index of a closed curve in the plane (mathematics), plane around a given point (mathematics), point is an integer representing the total number of times that the curve travels counterclockwise aroun ...
around 0 of the closed path t\in ,2\pimapsto \varphi(e^): the index of ''T''''φ'', as defined in this article, is the opposite of this winding number.


Applications

Any
elliptic operator In the theory of partial differential equations, elliptic operators are differential operators that generalize the Laplace operator. They are defined by the condition that the coefficients of the highest-order derivatives be positive, which im ...
on a closed manifold can be extended to a Fredholm operator. The use of Fredholm operators in
partial differential equation In mathematics, a partial differential equation (PDE) is an equation which involves a multivariable function and one or more of its partial derivatives. The function is often thought of as an "unknown" that solves the equation, similar to ho ...
s is an abstract form of the parametrix method. The Atiyah-Singer index theorem gives a topological characterization of the index of certain operators on manifolds. The Atiyah-Jänich theorem identifies the
K-theory In mathematics, K-theory is, roughly speaking, the study of a ring generated by vector bundles over a topological space or scheme. In algebraic topology, it is a cohomology theory known as topological K-theory. In algebra and algebraic geometr ...
''K''(''X'') of a compact topological space ''X'' with the set of
homotopy class In topology, two continuous functions from one topological space to another are called homotopic (from and ) if one can be "continuously deformed" into the other, such a deformation being called a homotopy ( ; ) between the two functions. A ...
es of continuous maps from ''X'' to the space of Fredholm operators ''H''→''H'', where ''H'' is the separable Hilbert space and the set of these operators carries the operator norm.


Generalizations


Semi-Fredholm operators

A bounded linear operator ''T'' is called semi-Fredholm if its range is closed and at least one of \ker T, \operatornameT is finite-dimensional. For a semi-Fredholm operator, the index is defined by : \operatornameT=\begin +\infty,&\dim\ker T=\infty; \\ \dim\ker T-\dim\operatornameT,&\dim\ker T+\dim\operatornameT<\infty; \\ -\infty,&\dim\operatornameT=\infty. \end


Unbounded operators

One may also define unbounded Fredholm operators. Let ''X'' and ''Y'' be two Banach spaces. # The closed linear operator T:\,X\to Y is called ''Fredholm'' if its domain \mathfrak(T) is dense in X, its range is closed, and both kernel and cokernel of ''T'' are finite-dimensional. #T:\,X\to Y is called ''semi-Fredholm'' if its domain \mathfrak(T) is dense in X, its range is closed, and either kernel or cokernel of ''T'' (or both) is finite-dimensional. As it was noted above, the range of a closed operator is closed as long as the cokernel is finite-dimensional (Edmunds and Evans, Theorem I.3.2).


Notes


References

* D.E. Edmunds and W.D. Evans (1987), ''Spectral theory and differential operators,'' Oxford University Press. . * A. G. Ramm,
A Simple Proof of the Fredholm Alternative and a Characterization of the Fredholm Operators
, ''American Mathematical Monthly'', 108 (2001) p. 855 (NB: In this paper the word "Fredholm operator" refers to "Fredholm operator of index 0"). * * * Bruce K. Driver,
Compact and Fredholm Operators and the Spectral Theorem
, ''Analysis Tools with Applications'', Chapter 35, pp. 579–600. * Robert C. McOwen,
Fredholm theory of partial differential equations on complete Riemannian manifolds
, ''Pacific J. Math.'' 87, no. 1 (1980), 169–185. * Tomasz Mrowka
A Brief Introduction to Linear Analysis: Fredholm Operators
Geometry of Manifolds, Fall 2004 (Massachusetts Institute of Technology: MIT OpenCouseWare) {{DEFAULTSORT:Fredholm Operator Fredholm theory Linear operators