Symbol Of A Differential Operator
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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 ...
, the symbol of a linear differential operator is a
polynomial In mathematics, a polynomial is an expression consisting of indeterminates (also called variables) and coefficients, that involves only the operations of addition, subtraction, multiplication, and positive-integer powers of variables. An exa ...
representing a
differential operator In mathematics, a differential operator is an operator defined as a function of the differentiation operator. It is helpful, as a matter of notation first, to consider differentiation as an abstract operation that accepts a function and return ...
, which is obtained, roughly speaking, by replacing each
partial derivative In mathematics, a partial derivative of a function of several variables is its derivative with respect to one of those variables, with the others held constant (as opposed to the total derivative, in which all variables are allowed to vary). Part ...
by a new variable. The symbol of a differential operator has broad applications to
Fourier analysis In mathematics, Fourier analysis () is the study of the way general functions may be represented or approximated by sums of simpler trigonometric functions. Fourier analysis grew from the study of Fourier series, and is named after Josep ...
. In particular, in this connection it leads to the notion of a
pseudo-differential operator In mathematical analysis a pseudo-differential operator is an extension of the concept of differential operator. Pseudo-differential operators are used extensively in the theory of partial differential equations and quantum field theory, e.g. in ...
. The highest-order terms of the symbol, known as the principal symbol, almost completely controls the qualitative behavior of solutions of a
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 ...
. Linear
elliptic partial differential equation Second-order linear partial differential equations (PDEs) are classified as either elliptic, hyperbolic, or parabolic. Any second-order linear PDE in two variables can be written in the form :Au_ + 2Bu_ + Cu_ + Du_x + Eu_y + Fu +G= 0,\, wher ...
s can be characterized as those whose principal symbol is nowhere zero. In the study of
hyperbolic Hyperbolic is an adjective describing something that resembles or pertains to a hyperbola (a curve), to hyperbole (an overstatement or exaggeration), or to hyperbolic geometry. The following phenomena are described as ''hyperbolic'' because they ...
and
parabolic partial differential equation A parabolic partial differential equation is a type of partial differential equation (PDE). Parabolic PDEs are used to describe a wide variety of time-dependent phenomena, including heat conduction, particle diffusion, and pricing of derivati ...
s, zeros of the principal symbol correspond to the characteristics of the partial differential equation. Consequently, the symbol is often fundamental for the solution of such equations, and is one of the main computational devices used to study their singularities.


Definition


Operators on Euclidean space

Let ''P'' be a linear differential operator of order ''k'' on the
Euclidean space Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, that is, in Euclid's Elements, Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics ther ...
R''d''. Then ''P'' is a polynomial in the derivative ''D'', which in
multi-index Multi-index notation is a mathematical notation that simplifies formulas used in multivariable calculus, partial differential equations and the theory of distributions, by generalising the concept of an integer index to an ordered tuple of indices. ...
notation can be written :P = p(x,D) = \sum_ a_\alpha(x) D^\alpha. The total symbol of ''P'' is the polynomial ''p'': : p(x,\xi) = \sum_ a_\alpha(x)\xi^\alpha. The leading symbol, also known as the principal symbol, is the highest-degree component of ''p'' : :\sigma_P (\xi) = \sum_ a_\alpha\xi^\alpha and is of importance later because it is the only part of the symbol that transforms as a
tensor In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tenso ...
under changes to the coordinate system. The symbol of ''P'' appears naturally in connection with the
Fourier transform A Fourier transform (FT) is a mathematical transform that decomposes functions into frequency components, which are represented by the output of the transform as a function of frequency. Most commonly functions of time or space are transformed, ...
as follows. Let ƒ be a
Schwartz function In mathematics, Schwartz space \mathcal is the function space of all functions whose derivatives are rapidly decreasing. This space has the important property that the Fourier transform is an automorphism on this space. This property enables on ...
. Then by the inverse Fourier transform, :Pf(x) = \frac \int\limits_ e^ p(x,i\xi)\hat(\xi)\, d\xi. This exhibits ''P'' as a Fourier multiplier. A more general class of functions ''p''(''x'',ξ) which satisfy at most polynomial growth conditions in ξ under which this integral is well-behaved comprises the
pseudo-differential operator In mathematical analysis a pseudo-differential operator is an extension of the concept of differential operator. Pseudo-differential operators are used extensively in the theory of partial differential equations and quantum field theory, e.g. in ...
s.


Vector bundles

Let ''E'' and ''F'' be
vector bundle In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to every po ...
s over a
closed manifold In mathematics, a closed manifold is a manifold without boundary that is compact. In comparison, an open manifold is a manifold without boundary that has only ''non-compact'' components. Examples The only connected one-dimensional example ...
''X'', and suppose : P: C^\infty(E) \to C^\infty(F) is a differential operator of order k . In
local coordinates Local coordinates are the ones used in a ''local coordinate system'' or a ''local coordinate space''. Simple examples: * Houses. In order to work in a house construction, the measurements are referred to a control arbitrary point that will allow ...
on ''X'', we have : Pu(x) = \sum_ P^\alpha(x) \frac + \text where, for each
multi-index Multi-index notation is a mathematical notation that simplifies formulas used in multivariable calculus, partial differential equations and the theory of distributions, by generalising the concept of an integer index to an ordered tuple of indices. ...
α, P^\alpha(x):E \to F is a
bundle map In mathematics, a bundle map (or bundle morphism) is a morphism in the category of fiber bundles. There are two distinct, but closely related, notions of bundle map, depending on whether the fiber bundles in question have a common base space. Ther ...
, symmetric on the indices α. The ''k''th order coefficients of ''P'' transform as a
symmetric tensor In mathematics, a symmetric tensor is a tensor that is invariant under a permutation of its vector arguments: :T(v_1,v_2,\ldots,v_r) = T(v_,v_,\ldots,v_) for every permutation ''σ'' of the symbols Alternatively, a symmetric tensor of orde ...
: \sigma_P: S^k (T^*X) \otimes E \to F from the
tensor product In mathematics, the tensor product V \otimes W of two vector spaces and (over the same field) is a vector space to which is associated a bilinear map V\times W \to V\otimes W that maps a pair (v,w),\ v\in V, w\in W to an element of V \otimes W ...
of the ''k''th
symmetric power In mathematics, the ''n''-th symmetric power of an object ''X'' is the quotient of the ''n''-fold product X^n:=X \times \cdots \times X by the permutation action of the symmetric group \mathfrak_n. More precisely, the notion exists at least in the ...
of the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. This may ...
of ''X'' with ''E'' to ''F''. This symmetric tensor is known as the principal symbol (or just the symbol) of ''P''. The coordinate system ''x''''i'' permits a local trivialization of the cotangent bundle by the coordinate differentials d''x''''i'', which determine fiber coordinates ξ''i''. In terms of a basis of frames ''e''μ, ''f''ν of ''E'' and ''F'', respectively, the differential operator ''P'' decomposes into components :(Pu)_\nu = \sum_\mu P_u_\mu on each section ''u'' of ''E''. Here ''P''νμ is the scalar differential operator defined by :P_ = \sum_ P_^\alpha\frac. With this trivialization, the principal symbol can now be written :(\sigma_P(\xi)u)_\nu = \sum_ \sum_P_^\alpha(x)\xi_\alpha u^\mu. In the cotangent space over a fixed point ''x'' of ''X'', the symbol \sigma_P defines a
homogeneous polynomial In mathematics, a homogeneous polynomial, sometimes called quantic in older texts, is a polynomial whose nonzero terms all have the same degree. For example, x^5 + 2 x^3 y^2 + 9 x y^4 is a homogeneous polynomial of degree 5, in two variables; t ...
of degree ''k'' in T^*_x X with values in \operatorname(E_x, F_x) . The differential operator P is
elliptic In mathematics, an ellipse is a plane curve surrounding two focal points, such that for all points on the curve, the sum of the two distances to the focal points is a constant. It generalizes a circle, which is the special type of ellipse in ...
if its symbol is invertible; that is for each nonzero \theta \in T^*X the bundle map \sigma_P (\theta, \dots, \theta) is invertible. On a
compact manifold In mathematics, a closed manifold is a manifold without boundary that is compact. In comparison, an open manifold is a manifold without boundary that has only ''non-compact'' components. Examples The only connected one-dimensional example is ...
, it follows from the elliptic theory that ''P'' is a
Fredholm operator In mathematics, Fredholm operators are certain 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 operator ''T'' : ''X ...
: it has 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 ...
and cokernel.


See also

*
Multiplier (Fourier analysis) In Fourier analysis, a multiplier operator is a type of linear operator, or transformation of functions. These operators act on a function by altering its Fourier transform. Specifically they multiply the Fourier transform of a function by a speci ...
* Atiyah–Singer index theorem (section on symbol of operator)


References

* *. * {{citation, last=Wells, first=R.O., authorlink=Raymond O. Wells, Jr., title=Differential analysis on complex manifolds, year=1973, publisher=Springer-Verlag, isbn=0-387-90419-0. Differential operators Vector bundles