Liouville–Neumann Series
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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 Liouville–Neumann series is an
infinite series In mathematics, a series is, roughly speaking, a description of the operation of adding infinitely many quantities, one after the other, to a given starting quantity. The study of series is a major part of calculus and its generalization, math ...
that corresponds to the
resolvent formalism In mathematics, the resolvent formalism is a technique for applying concepts from complex analysis to the study of the spectrum of operators on Banach spaces and more general spaces. Formal justification for the manipulations can be found in the fr ...
technique of solving the
Fredholm integral equation In mathematics, the Fredholm integral equation is an integral equation whose solution gives rise to Fredholm theory, the study of Fredholm kernels and Fredholm operators. The integral equation was studied by Ivar Fredholm. A useful method to solve ...
s in
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 ...
.


Definition

The Liouville–Neumann (iterative) series is defined as :\phi\left(x\right) = \sum^\infty_ \lambda^n \phi_n \left(x\right) which, provided that \lambda is small enough so that the series converges, is the unique
continuous Continuity or continuous may refer to: Mathematics * Continuity (mathematics), the opposing concept to discreteness; common examples include ** Continuous probability distribution or random variable in probability and statistics ** Continuous ...
solution of the
Fredholm integral equation In mathematics, the Fredholm integral equation is an integral equation whose solution gives rise to Fredholm theory, the study of Fredholm kernels and Fredholm operators. The integral equation was studied by Ivar Fredholm. A useful method to solve ...
of the second kind, If the ''n''th iterated
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 ...
is defined as ''n''−1 nested integrals of ''n'' operators , :K_n\left(x,z\right) = \int\int\cdots\int K\left(x,y_1\right)K\left(y_1,y_2\right) \cdots K\left(y_, z\right) dy_1 dy_2 \cdots dy_ then :\phi_n\left(x\right) = \int K_n\left(x,z\right)f\left(z\right)dz with :\phi_0\left(x\right) = f\left(x\right)~, so ''K''0 may be taken to be . The resolvent (or solving kernel for the integral operator) is then given by a schematic analog "geometric series", :R\left(x, z;\lambda\right) = \sum^\infty_ \lambda^n K_ \left(x, z\right). where ''K''0 has been taken to be . The solution of the integral equation thus becomes simply :\phi\left(x\right) = \int R\left( x, z;\lambda\right) f\left(z\right)dz. Similar methods may be used to solve the
Volterra equation In mathematics, the Volterra integral equations are a special type of integral equations. They are divided into two groups referred to as the first and the second kind. A linear Volterra equation of the first kind is : f(t) = \int_a^t K(t,s)\,x(s) ...
s.


See also

*
Neumann series A Neumann series is a mathematical series of the form : \sum_^\infty T^k where T is an operator and T^k := T^\circ its k times repeated application. This generalizes the geometric series. The series is named after the mathematician Carl Neumann ...


References

* Mathews, Jon; Walker, Robert L. (1970), ''Mathematical methods of physics'' (2nd ed.), New York: W. A. Benjamin, * Fredholm theory Mathematical series Mathematical physics {{math-physics-stub