Mercer's theorem
The set of Mercer is a mathematical statement from the branch of functional analysis. It is named after the mathematician James Mercer and states that the integral kernel of a positive, self-adjoint integral operator can be represented as a convergent series of its eigenvalues and eigenvectors.
Statement
Let be a compact subset of. Furthermore, let a continuous function, for which the condition holds for all, so that the integral operator defined by
Is self-adjoint. Be also the counted according to their geometric multiplicity of the eigenvalues of the integral operator with corresponding eigenfunctions. Is the operator In addition, positive, that is
Then applies
Where the convergence is absolute and uniform.