Abstract
Permutation invariant polynomial functions of matrices have previously been studied as the observables in matrix models invariant under , the symmetric group of all permutations of objects. In this paper, the permutation invariant matrix observables (PIMOs) of degree are shown to be in one-to-one correspondence with equivalence classes of elements in the diagrammatic partition algebra . On a 4-dimensional subspace of the 13-parameter space of invariant Gaussian models, there is an enhanced symmetry. At a special point in this subspace, is the simplest invariant action. This is used to define an inner product on the PIMOs which is expressible as a trace of a product of elements in the partition algebra. The diagram algebra is used to prove the large factorisation property of this inner product, which generalizes a familiar large factorisation for inner products of matrix traces invariant under continuous symmetries.
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