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I'm wondering if anybody's ever categorified the notion of a positive definite map? It seems like the sort of thing Lawvere would have done, but I didn't immediately find it on a quick skim. I have my own ideas and purposes, but I'm interested in seeing what's already out there.
There is the obvious dagger categorical generalization of a positive semidefinite matrix: ie one which admits a decomposition of the form $ f;f^\dag $ . But I don't think this counts as categorification. I would be interested to know as well!
So @Joe Moeller: do you really mean "categorification" in the officially sense of boosting things from sets to categories, and vector spaces to 2-vector spaces, and so on - or do you mean "generalization to other categories"? Since you were my student I hope you'd never become one of those terrible people who uses "categorification" in the other sense, but sometimes it happens.
Both categorification and generalization to other categories are interesting here, and I think @Cole Comfort nailed it for the latter.
My intention is to categorify in the sense of going up a level, but I'd be happy to hear about "horizontal categorifications" as well.
You might want the hom functor of a compact closed rig category. A matrix is positive definite iff it defines an inner product. The inner product satisfies
<x, 0> = 0 = <0, x>
<x + y, z> = <x, z> + <y, z>
<x, y + z> = <x, y> + <x, z>
<cx, y> = c̅ <x, y>
<x, cy> = c <x, y>
<x, y> = bar{<y, x>}
∑ᵢ <x, eᵢ> <eᵢ, y> = <x, y>
<T† x, y> = <x, Ty>
where bar/overline is conjugation, † is conjugate transpose and eᵢ is some orthonormal basis.
In every category, the hom satisfies properties analogous to some of these:
∫ᵢ hom(x, i) hom(i, y) ≅ hom(x, y)
hom(Lx, y) ≅ hom(x, Ry) if L, R are adjoint functors.
In a compact closed category, where is isomorphic to , it also satisfies
hom(x, y) ≅ hom(y, x)*.
In a compact closed rig category like FinVect having a monoidal operation + with unit 0 over which tensor distributes, the rest of the laws hold up to isomorphism.
This dagger categorical form makes sense to me, thanks!
Thanks Mike, this looks super interesting. I'll stew on it a bit.
Dominic Verdon appears to have categorified completely positive maps, which is a closely related concept, so maybe you will find something useful in this paper: