Mathematical Methods of Physics/General theory

From Wikibooks, open books for an open world
Jump to navigation Jump to search

A Green's function for a linear operator over is a real function such that is solved by ; where symbolizes convolution. Hence, so that is a right inverse of and is a particular solution to the inhomogeneous equation.

For example: is solved by

Such a function might not exist and when it does might not be unique. The conditions under which this method is valid require careful examination. However, the theory of Green's functions obtains a more complete and regular form over the theory of distributions, or generalized functions.

As will be seen, the theory of Green's functions provides an extremely elegant procedure of solving differential equations. We wish to present here this method on a rigorous foundation.

The Dirac delta-function[edit]

The Dirac delta-function is not a function as it is ordinarily defined. However, we write it as if it were a function, keeping in mind the scope of the definition.

For any function ,we define

but for every ,

It follows that

These conditions seem to be satisfied by a "function" which has value zero whenever , but has "infinite" value at


There are a few ways to approximate the delta function in terms of sequences ordinary functions. We give two examples

The Boxcar function[edit]

Boxcar function approximation.png

The boxcar function such that

We can see that the sequence represents an approximation to the delta function.

The bell curve[edit]

Dirac function approximation.gif

The delta function can also be approximated by the ubiquitous Gaussian.

We write

Green's function[edit]

Consider an equation of the type ...(1), where is a differential operator. The functions may in general be functions of several independants, but for sake of clarity, we will write them here as if they were real valued. In most cases of interest, this equation can be written in the form

to be solved for in some closed set , with being non-zero over

Now, it so happens, that in problems of physics, it is much more convenient to solve the equation , when is the delta function .

In this case, the solution of the operator is called the Green's function . That is,

Now, by the definition of the delta-function, we have that , where act as "weights" to the delta function.

Hence, we have,

Note here that is an operator that depends on but not . Thus,

. We can view this as anologous to the inversion of and hence, we write

The subscript denotes that we have found a particular solution among the many possible. For example, consider any harmonic solution .

If we add , we see that is still a solution of (1). Thus, we have a class of functions satisfying (1).

Boundary value problems[edit]

Problems of physics are often presented as the operator equation to be solved for on a closed set , together with the boundary condition that for all ( is the boundary of ).

is a given function satisfying that describes the behaviour of the solution at the boundary of the region of concern.

Thus if a problem is stated as


to be solved for over a closed set ,

The solution can be given as

Green's functions from eigenfunctions[edit]

Consider the eigenvalues and the corresponding eigenfunctions of the differential operator , that is

Without loss of generality, we assume that these eigenfunctions are orthogonal. Further, we assume that they form a basis.

Thus, we can write and .

Now and hence,

by definition of orthogonality,


and hence, we can write the Green's function as