Positive definite function on a group

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In operator theory, a positive definite function on a group relates the notions of positivity, in the context of Hilbert spaces, and algebraic groups. It can be viewed as a particular type of positive definite kernel where the underlying set has the additional group structure.

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[edit] Definition

Let G be a group, H be a complex Hilbert space, and L(H) be the bounded operators on H. A positive definite function on G is a function F: G → L(H) that satisfies

\sum_{s,t \in G}\langle F(s^{-1}t) h(t), h(s) \rangle \geq 0 ,

for every function h: G → H with finite support (h takes non-zero values for only finitely many s).

In other words, a function F: G → L(H) is said to be a positive function if the kernel K: G × G → L(H) defined by K(s, t) = F(s-1t) is a positive definite kernel.

[edit] Unitary representations

An unitary representation is an unital homomorphism Φ: G → L(H) where Φ(s) is an unitary operator for all s. For such Φ, Φ(s-1) = Φ(s)*.

Positive functions on G is intimately related to unitary representations of G. Every unitary representation of G gives rise to a family of positive definite functions. Conversely, given a positive definite function, one can define a unitary representation of G in a natural way.

Let Φ: G → L(H) be a unitary representation of G. If P ∈ L(H) is the projection onto a closed subspace H` of H. Then F(s) = P Φ(s) is a positive definite function on G with values in L(H`). This can be shown readily:

\begin{array}{rl} \sum_{s,t \in G}\langle F(s^{-1}t) h(t), h(s) \rangle & =\sum_{s,t \in G}\langle P \Phi (s^{-1}t) h(t), h(s) \rangle \\ {} & =\sum_{s,t \in G}\langle \Phi (t) h(t), \Phi(s)h(s) \rangle \\ {} & = \langle \sum_{t \in G} \Phi (t) h(t), \sum_{s \in G} \Phi(s)h(s) \rangle \\ {} & \geq 0 \end{array}

for every h: G → H` with finite support. If G has a topology and Φ is weakly(resp. strongly) continuous, then clearly so is F.

On the other hand, consider now a positive definite function F on G. An unitary representation of G can be obtained as follows. Let C00(G, H) be the family of functions h: G → H with finite support. The corresponding positive kernel K(s, t) = F(s-1t) defines a (possibly degenerate) inner product on C00(G, H). Let the resulting Hilbert space be denoted by V.

We notice that the "matrix elements" K(s, t) = K(a-1s, a-1t) for all a, s, t in G. So Uah(s) = h(a-1s) preserves the inner product on V, i.e. it is unitary in L(V). It is clear that the map Φ(a) = Ua is a representation of G on V.

The unitary representation is unique, up to Hilbert space isomorphism, provided the following minimality condition holds:

V = \bigvee_{s \in G} \Phi(s)H

where \bigvee denotes the closure of the linear span.

Identify H as, elements (possibly equivalence classes) in V, whose support consists of the identity element e ∈ G, and let P be the projection onto this subspace. Then we have PUaP = F(a) for all a ∈ G.

[edit] Toeplitz kernels

Let G be the additive group of integers Z. The kernel K(n, m) = F(m - n) is called a kernel of Toeplitz type, by analogy with Toeplitz matrices. If F is of the form F(n) = Tn where T is a bounded operator acting on some Hilbert space. One can show that the kernel K(n, m) is positive if and only if T is a contraction. By the discussion from the previous section, we have a unitary representation of Z, Φ(n) = Un for an unitary operator U. Moreover, the property PUaP = F(a) now translates to PUnP = Tn. This is precisely Sz.-Nagy's dilation theorem and hints at an important dilation-theoretic characterization of positivity that leads to a parametrization of arbitrary positive definite kernels.

[edit] References

  • T. Constantinescu, Schur Parameters, Dilation and Factorization Problems, Birkhauser Verlag, 1996.
  • B. Sz.-Nagy and C. Foias, Harmonic Analysis of Operators on Hilbert Space, North-Holland, 1970.
  • Z. Sasvári, Positive Definite and Definitizable Functions, Akademie Verlag, 1994