Maths - Sheaf

The sheaf structure is a powerful idea that goes across many mathematical subjects and therefore it can be approached from different directions:

  • As a way to relate global structure to local structure.
 
diagram
  • As a pre-sheaf with some additional axioms.
Cop-> Set
  • As a way to attach data to a space.
 
  • Yoneda Embedding
 

As a way to relate global structure to local structure.

Sometimes it is relatively easy to take apart some structure but how to we reverse that and construct a large structure from a small fragment.

As a Generalisation of a Fibre Bundle.

 

As a pre-sheaf with some additional axioms.

hX = homC(_,X) : Cop-> Set

see representable

 

As a Way to Attach Data to a Space

Perhaps a helpful way to start to characterise a sheaf is as a way to attach data to a space. This gives us way to relate various data, for instance, it might allow us to go between 'local' data and 'global' data. arrow from space to data
In this case the 'space' might be a topological space or something similar and the 'data' is sets and mappings between them. arrow from topology to set
A topological space (discussed on this page) gives a concept of 'closeness' even if this can't be measured by a numerical distance. So, in the diagram on the right, the red box is a topological space and 'b' may be closer to 'a' than 'c'. A sheaf (or presheaf) extends this relationship to the blue structures. In this way we can start to see how 'local' data may be related to 'global' data. diagram

A topological space is quite restrictive and there may be ways to loosen the requirements to work with other spaces.

Topological spaces are discussed on the pages here.

diagram of sheaf

Pre-sheaf

A topology consists of open sets with some structure and we need to relate this to sets and functions between them. This is done using a contravarient functor.

The arrows in the topological space are injective and they map to sets and functions between them in the opposite direction.

diagram of sheaf

These relations need to obey certain axioms and so we need to make this all more precise.

from ncatlab Idea of presheaf: Given a small category C of “primitive objects”, we can think of a functor F:Cop ->Set as being a more complex object built out of primitive objects.

Venn Diagrams

diagram of equality of types Some of us, of a certain age, can remember something called 'new maths' introduced at school. This was an idea to introduce set theory at an early stage (I hope they still do it). An important part of this was Venn diagrams, they give a very intuitive way to look at sets and their intersections and unions. For me an important part of this is the way it demonstrates a deep and beautiful link between sets (union, intersection), logic (and, or) and topology.

Sets, Logic and Topology

There is a problem with Venn diagrams, they do not work so well when we increase the number of sets. Its alright with 3 sets, we can draw 3 circles showing all possible intersections, but its more difficult with 4 or more sets.

To have a diagram that scales up to many sets it seems to be necessary to separate the sets from the logic.

This diagram is less intuitive and compact than Venn diagrams but it is still very powerful. It must obey certain axioms so that the sets are consistent with the logic part.

For more information see the page about sheaves.

diagram

Fibre With Structure

The page about fibre bundles here shows how reversing a map between sets gives some interesting structures. Here we extend that idea.

A restriction of 'u' to 'v' is notated resv,u : F(u)->F(v)

s|v restricts s to v

see Wiki

diagram fibre plus structure

Example - Subsets

In order to try to find a simple example lets say that A and B are sets and B is a subset of A. If we look at it in terms of logic we can say that A implies B so the arrow goes from A to B.

When we look at the elements on the right it is simplest to show it as an injective function.

diagram set

Example - Graph and Simplical Complexes

see this page.

diagram of graph

Example - Relational Database

see this page.

diagram of database

Example - Equalities

see this page.

 

diagram equalities

Example - Cubical Type Theory

see this page.

 

diagram

Sheaf from Presheaf

So far we have seen that, in order to have some nice properties, the presheaf must conform to the restrictions of being a contravarient functor. To be a sheaf we need to add two more restrictions, locality and gluing, then we can get the posibility of relating the local and global properties.

First we need to explain the terminology of 'covering' and a 'section' before we define locality and gluing:

Covering

from Wiki A cover (or covering) of a set U is a collection of subsets of U whose union is all of U.
from ncatlab

A cover on an object U in a category C is a collection of morphisms
{Ui-> U} i∈I.

A specification of a collection of covers for each object of the category, subject to some compatibility condition, makes a coverage on C

For instance, in this diagram, the 3 subsets: U1, U2 and U3 contain all the elements. diagram
diagram It is valid for these subsets to overlap, so that elements may be contained in many subsets, provided that each element is in at least one.

Section

from ncatlab A section of a morphism f:A->B in some category is a right-inverse: a morphism g:B->A such that f•g:B->A->B equals the identity morphism on B.

An assignment of values from each of the stalks that is consistent with the restrictions.

Sections can be:

  • Global - defined everywhere.
  • Local - defined for some part.

If all local sections extend to global sections the sheaf is called flabby/flasque (don't have interesting invariant's).

diagram

global section 's'.

Sheaf Locality and Gluing

from ncatlab A presheaf on a site is a sheaf if its value on any object of the site is given by its compatible values on any covering of that object.

A sheaf is a presheaf that satisfies the following two additional axioms (see Wiki):

Locality

If U is an open covering of an open set U , and if s , t∈F(U) have the property s | U i = t | U i for each set Ui of the covering, then s = t

diagram

Gluing

If U is an open covering of an open set U, and if for each i∈I a section si is given such that for each pair Ui ,Uj of the covering sets the restrictions of si and sj agree on the overlaps, so s i | U i ∩ U j = s j | U i ∩ U j, then there is a section s∈F ( U ) such that s | U i = sifor each i∈I.

diagram

Where the notation used is:

Topology

What if we start with sets which already have some structure?

The diagram on the right is intended to show a morphism between partial orders. So the blue arrows represent ≥ and the arrow 'ab' means b ≥ a.

The red arrows show the morphism between the partial orders and these all need to play nicely together.

fibration with structure

So how can this morphism be reversed?

The diagram on the right is the best I can do although somehow it doesn't seem completely correct, for instance it seems to imply that c ≥ a whereas the original diagram above doesn't imply that.

In order to be consistent this morphism needs to be a local homeomorphism which is a function between topological spaces that preserves local but not necessarily global structure.

fibration with structure reversed

Local and Global Structures

The interesting thing is that this is dividing the structure into 'local' structure and 'global' structure.

It seems natural to have morphisms that preserve global structure but may compress local structure. This does give a morphism that is reversible and we get a fibre bundle with some extra structure.

However, that's not what we want for a sheaf, what we want is a morphism that preserves local structure but may compress global structure.

 

Local Homeomorphism

In order to be reversible this morphism needs to be a local homeomorphism, as in the example on the right, here the local structure is preserved.

diagram

 

Reversing this morphism gives a fibre structure, as described on this page, but with additional structure. Now the local structure inside the xy type (on the right of the diagram) maps to the same structure between the family of types.

This is also a comma category as described on this page.

diagram

Here I have just rotated the above diagram by 90 degrees just to show in the same way we did with fibres.

So each element x,y of x->y indexes a type.

diagram

Section

If we have a subset (subtype?) of the indexing type then this translates to a subset of the type family.

diagram

So far we have only described only part of what a sheaf is. What is described so far is a presheaf, this gives us lots of copies of the local structure. Making a presheaf into a sheaf allows us to glue these local structures together to form a more interesting structure.

Presheaf in Category Theory

A 'presheaf' category is a special case of a functor category (see page here). It is a contravarient functor from a category 'C' to Set.

Since it is contravarient it is usually written:

Cop->Set

or

SetCop

So we have a functor from a category to the category of sets. This sends objects to sets and arrows to functions in a way that plays well with the objects. In category theory we don't tend to look inside objects but in set theory we look inside sets. S how can we define these morphisms? In order to work with sets it needs to preserve something to do with subsets.

There is more about presheaves on the page here.

Presheaf on a Topological Space

A sheaf tends to be on a topological space.

We can get to this concept by replacing the sets discussed above with 'open sets' (more about open sets on page here).

We can have a presheaf of any structure 'A' on a topological space 'X'.

A presheaf of sets 'A' on 'X' is valid but it does not give much structure to relate the open sets. Something with an abelian group structure for example (such as vectors) gives us more structure to work with. More about open sets on page here.

A presheaf of abelian group 'A' on 'X' assigns to each open set UcontainsX an abelian group A(U).

and that assigns to each pair UcontainsV of open sets a homomorphism called the restriction

rU,V : A(V) -> A(U)

sheaf on topological space

in such a way that

rU,U = 1 (identity map)

identiy
rU,VrV,W = rU,W (composition) compose

Presheaf in Category Theory

In category theory terms:

Let C=Top(X) the category whose objects are the open subsets of X. C can be represented as a poset of open sets in a topological space with the morphisms being inclusion maps.

  • There is a single arrow from V to U if V is included in U or V=U (V is a subset of U). Hom(V,U) has one element.
  • If V is not a subset of U there is no arrow. Hom(V,U) is empty.
  • There is never more than one arrow between any two open sets, if it exists the arrow is unique.

In the same way as for fibres we usually reverse the arrow so that it is a contravarient arrow from Cop to Set:

A presheaf on a category C is a functor F : Cop-> Set

For instance a presheaf can be a contravariant functor from the category Top(X) to the category Ab of Abelian groups (which may also have more structure).

Sheaves are discussed from a category theory point of view on the page here.

Developing Fibre Bundle Approach

The page here introduced fibre bundles.

For example, where there is a family of types indexed by elements of another type.

fibre bundle
The type families in fibre bundles are disjoint. One way to extend that concept is to allow an overlapping type family.
  open sets simplectical complex

In some cases we can convert between open sets and simplices.

see Wikipedia articles:

nerve1 nerve2

Sheaf and Co-Sheaf

Allow us to translate between physical sources of data and open sets or simpicies.

sheaf Co-sheaf
vertex weighted hyperedge weighted
vertex has non-trvial stalk. toplex has non-trvial stalk.
All restrictions are zero maps All extensions are zero maps
The resulting sheaf is flabby The resulting cosheaf is coflabby

Diagrams

We can think of this in a combinatorics way.

The relations are shown more clearly in an attachment diagram here.

This shows subset relations with the arrows going from lower dimension to higher dimension.

attachment diagram

A sheaf assigns some data spaces to the attachment diagram above.

In this case reals (ℜ) - A sheaf of vector spaces.

Each such set is called a stalk over the simplex.

  • ℜ in all the points gives a vector
  • ℜ² a matrix links the vectors, each such function is known as a restriction.
sheaf

 

 


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see also:

Michael Robinson - Youtube from two-day short course on Applied Sheaf Theory:

  1. Lecture 1
  2. Lecture 2 - about simplicies & topology (sound on video is not good - quiet and delayed)
  3. Lecture 3
  4. Lecture 4
  5. Lecture 5
  6. Lecture 6
  7. Lecture 7
  8. Lecture 8
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cover Introduction to Topological Manifolds (Graduate Texts in Mathematics S.)

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