In mathematics, the Liouville–Neumann series is an infinite series that corresponds to the resolvent formalism technique of solving the Fredholm integral equations in Fredholm theory.
The Liouville–Neumann (iterative) series is defined as
\phi\left(x\right)=
infty | |
\sum | |
n=0 |
λn\phin\left(x\right)
λ
If the nth iterated kernel is defined as n−1 nested integrals of n operators,
Kn\left(x,z\right)=\int\int … \intK\left(x,y1\right)K\left(y1,y2\right) … K\left(yn-1,z\right)dy1dy2 … dyn-1
\phin\left(x\right)=\intKn\left(x,z\right)f\left(z\right)dz
\phi0\left(x\right)=f\left(x\right)~,
The resolvent (or solving kernel for the integral operator) is then given by a schematic analog "geometric series",
R\left(x,z;λ\right)=
infty | |
\sum | |
n=0 |
λnKn\left(x,z\right).
The solution of the integral equation thus becomes simply
\phi\left(x\right)=\intR\left(x,z;λ\right)f\left(z\right)dz.
Similar methods may be used to solve the Volterra integral equations.