Fredholm Index
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, Fredholm operators are certain
operators Operator may refer to: Mathematics * A symbol indicating a mathematical operation * Logical operator or logical connective in mathematical logic * Operator (mathematics), mapping that acts on elements of a space to produce elements of another sp ...
that arise in the
Fredholm theory In mathematics, Fredholm theory is a theory of integral equations. In the narrowest sense, Fredholm theory concerns itself with the solution of the Fredholm integral equation. In a broader sense, the abstract structure of Fredholm's theory is given ...
of
integral equation In mathematics, integral equations are equations in which an unknown Function (mathematics), 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,...,x_n ; ...
s. They are named in honour of
Erik Ivar Fredholm Erik Ivar Fredholm (7 April 1866 – 17 August 1927) was a Swedish mathematician whose work on integral equations and operator theory foreshadowed the theory of Hilbert spaces. Biography Fredholm was born in Stockholm in 1866. He obtained his P ...
. 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 vect ...
''T'' : ''X'' → ''Y'' between two
Banach space In mathematics, more specifically in functional analysis, a Banach space (pronounced ) 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 vector ...
s with finite-dimensional
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 learnin ...
\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 name: ...
\mathrm\,T = Y/\mathrm\,T, 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 ...
\mathrm\,T. The last condition is actually redundant. The ''
index Index (or its plural form 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 a Halo megastru ...
'' of a Fredholm operator is the integer : \mathrm\,T := \dim \ker T - \mathrm\,\mathrm\,T or in other words, : \mathrm\,T := \dim \ker T - \mathrm\,\mathrm\,T.


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'' → ''Y'' between Banach spaces ''X'' and ''Y'' is Fredholm if and only if it is invertible
modulo In computing, the modulo operation returns the remainder or signed remainder of a division, after one number is divided by another (called the '' modulus'' of the operation). Given two positive numbers and , modulo (often abbreviated as ) is t ...
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. Introdu ...
, and the index is locally constant. More precisely, if ''T''0 is Fredholm from ''X'' to ''Y'', there exists ''ε'' > 0 such that every ''T'' in L(''X'', ''Y'') with , , ''T'' − ''T''0, , < ''ε'' 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 :\mathrm (U \circ T) = \mathrm(U) + \mathrm(T). When ''T'' is Fredholm, the
transpose In linear algebra, the transpose of a 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 notations). The tr ...
(or adjoint) operator is Fredholm from to , and . When ''X'' and ''Y'' are
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 natural ...
s, the same conclusion holds for the
Hermitian adjoint In mathematics, specifically in operator theory, each linear operator A on a Euclidean vector 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 ...
 ''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 ''i''(''s'') of is an integer defined for every ''s'' in , 1 and ''i''(''s'') is locally constant, hence ''i''(1) = ''i''(0). 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 In functional analysis, a branch of mathematics, a strictly singular operator is a bounded linear operator between normed spaces which is not bounded below on any infinite-dimensional subspace. Definitions. Let ''X'' and ''Y'' be normed linea ...
, 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, 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 natural ...
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 translation operator is an operator that takes a function to its translation . In time series analysis, the shift operator is called the lag operator. Shift o ...
''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 \mathrm(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) ''Hp'' are certain 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 . ...
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 In operator theory, a Toeplitz operator is the compression of a multiplication operator on the circle to the Hardy space. Details Let ''S''1 be the circle, with the standard Lebesgue measure, and ''L''2(''S''1) be the Hilbert space of square-inte ...
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 around a given point is an integer representing the total number of times that curve travels counterclockwise around the point, i.e., the curve's number of turn ...
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 i ...
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 imposes relations between the various partial derivatives of a Multivariable calculus, multivariable function. The function is often thought of as an "unknown" to be sol ...
s is an abstract form of the
parametrix In mathematics, and specifically the field of partial differential equations (PDEs), a parametrix is an approximation to a fundamental solution of a PDE, and is essentially an approximate inverse to a differential operator. A parametrix for a dif ...
method. The Atiyah-Singer index theorem gives a topological characterization of the index of certain operators on manifolds. The
Atiyah-Jänich theorem In mathematics, Kuiper's theorem (after Nicolaas Kuiper) is a result on the topology of operators on an infinite-dimensional, complex Hilbert space ''H''. It states that the topological space, space GL(''H'') of invertible bounded operator, bo ...
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 geometry, ...
''K''(''X'') of a compact topological space ''X'' with the set of
homotopy class In topology, a branch of mathematics, two continuous functions from one topological space to another are called homotopic (from grc, ὁμός "same, similar" and "place") if one can be "continuously deformed" into the other, such a deforma ...
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


B-Fredholm operators

For each integer n, define T_ to be the restriction of T to R(T^) viewed as a map from R(T^) into R(T^) ( in particular T_ = T). If for some integer n the space R(T^) is closed and T_ is a Fredholm operator, then T is called a B-Fredholm operator. The index of a B-Fredholm operator T is defined as the index of the Fredholm operator T_n . It is shown that the index is independent of the integer n. B-Fredholm operators were introduced by M. Berkani in 1999 as a generalization of Fredholm operators.


Semi-Fredholm operators

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


Unbounded operators

One may also define unbounded Fredholm operators. Let ''X'' and ''Y'' be two Banach spaces. # The
closed linear operator In mathematics, particularly in functional analysis and topology, closed graph is a property of functions. A function between topological spaces has a closed graph if its graph is a closed subset of the product space . A related property is ...
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