Motivation.
I was recently reviewing the section 3.10 in Sakurai's quantum mechanics in which he discusses tensor operators, and I was left desiring a more mathematically general/precise discussion. I then skimmed the Wikipedia page on tensor operators, and felt similarly dissatisfied. Here's why
In these discussions, one essentially defines an indexed set of operators Ti1⋯ik to be a "cartesian" tensor operator of rank k provided U(R)Ti1⋯ikU†(R)=Ri1j1i1⋯Ri1j1i1Tj1⋯jk
Based on these standard definitions, I would think that one could define something less "coordinate-dependent" and extended to representations of any group, not just SO(3), as follows.
Candidate Definition. Let a group G be given. Let U be a unitary representation of G on a Hilbert space H, and let ρ be a representation of G on a finite-dimensional, real or complex vector space V. A k-multilinear, linear operator-valued function T:Vk→Lin(H) is called a tensor operator relative to the pair of representations U and ρ provided U(g)T(v1,…,vk)U(g)†=T(ρ(g)v1,…,ρ(g)vk)
for all g∈G and for all v1,…,vk∈V.
Notice that if a basis u1,…,uN for V is given, and if we define the components Ti1,…ik of T in this basis by Ti1…ik=T(ui1,…,uik)
Question.
Is the sort of object I just defined the "proper" formalization/generalization of the notion of tensor operators used in physics; it seems to contain the notion of tensor operator used in the physics literature? Is there any literature on the sort of object I define here? I would think that the answer would be yes since this sort of thing seems to me like a natural generalization a mathematically-minded physicist might like to study.
Answer
OP's candidate definition is a direct transcription of the tensor operator notion used in physics (and e.g. in Sakurai section 3.10) into a manifestly coordinate-independent mathematical construction. Tensor operators are e.g. used in the Wigner-Eckart theorem.
In this answer we suggest the following slight generalization of OP's candidate definition. Let the following five items be given:
Let G be a group.
Let H be a complex Hilbert space.
Let ρ:G→GL(V,F) be a group representation.
Let R:G→B(H) be a group representation.
Let T:V→L(H;H) be a linear map.
Definition. Let us call T for a G-equivariant map if ∀g∈G,v∈V:T(ρ(g)v) = Ad(R(g))T(v) := R(g)∘T(v)∘R(g)−1.
OP's candidate definition may be viewed as a special case of definition (*). For instance, if ρ0:G→GL(V0,F) is a group representation, then one may let ρ:G→GL(V,F) in point 3 be the tensor product representation ρ=ρ⊗m0 with vector space
V = V⊗m0 = V0⊗…⊗V0⏟m factors.
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