A lot of things have happened since my last post, and I’ve been waiting for a great way to follow Anna’s fantastic series of SIAGA posts.
On February 16th Professor Robert Ghrist from the University of Pennsylvania gave the annual Potter lecture at the University of Aberdeen. The Potter lecture is to be aimed at a general audience, and his title was “Putting Topology to Work”. He discussed applications of topology to various areas of engineering and science and his talk included a great introduction to a topological invariant called homology.
Topologists work with homology a LOT. It has appeared in the title of my mathematics dissertation at undergrad, essay at masters level and I am pretty sure my PhD thesis title (touch wood) will also contain it. However I have never been good at explaining what homology is in layman’s terms (despite many attempts), so Professor Ghrist’s lecture was particularly inspirational.
A couple of weeks ago I gave a short talk at a London Mathematical Society Women in Mathematics day and tried to give a better description of homology than I have done before. There are some pictures involved so I thought I would recreate that section of my talk here. I’ll screenshot some of my slides and also add text and some extra sketches.
Homology is a process where we start with a topological space X and associate to it a sequence of abelian groups called homology groups, and denoted where is a natural number (0, 1, 2, 3, …). Some examples of topological spaces are spheres, surfaces and manifolds (which are higher dimensional analogues of surfaces i.e. I can’t draw them).
So what do these groups tell us? tells us about the connected components of our space. If the space is one point, the rank of will be 1, if it is a circle the rank of will still be 1 but if it is two disjoint points or circles the rank of will be 2 and so on.
tells us in some sense about ‘holes which look like a circle’. So it will let us know that a circle has one ‘hole that looks like a circle’, a figure of 8 has two, etcetera.
Similarly tells us about ‘holes which look like a 2- sphere’, in the sense that you can blow up a beach ball and what you get is a 2- sphere, so will tell you there is a hole in your beach ball which ‘looks like a 2-sphere hole’. You can also blow up a rubber ring or inner tube and in the same sense, will tell us these torus surfaces have ‘holes which look like 2-spheres’ or ‘holes which look like beach ball holes’. We can’t really visualise what the homology tells us after , since it tells us about holes in higher dimensions than 2.
So why do we do this? We might want to know something about a topological space, but maybe we can’t simply draw the space as it lives in a very high dimension. But the homology of a space is a sequence of groups which tells us about holes of all dimensions: and we know lots about groups! We can try to work out what the homology groups of a space are, we can do things such as study maps between these groups, and there is generally a lot more structure in the sequence of groups for us to take advantage of. So by looking at homology we can learn things about a space that we cannot draw or visualise.
Homology is also functorial in the sense that if we have two spaces X and Y and a map between them (the downwards black arrow in the diagram below), we can look at the homology of X and the homology of Y (horizontal wiggly arrows) and the map between X and Y will induce a map between the homologies (the dotted green arrow). So because we know a lot about maps between groups this can tell us something about the possible maps between X and Y.
In my talk I was focusing on the homology of a group rather than that of a space, so how do we do that? Well we start off with a group and we associate to it something called a classifying space (see my previous post for an example). Calculating the homology of this space is then the same as calculating the homology of the group.
I also used homology with different coefficients, such as instead of the usual integer coefficients . This allows us to manipulate what sort of abelian groups we get when taking homology, for instance using coefficients will give us a -vector space. Sometimes we do this to make our problem easier to solve, or sometimes the problem itself prescribes that we use different coefficients.
So now I have told you about homology, next time I will follow up with a post on the hot topic of homological stability!
And to reward you for reading to the end, here is a great comic drawn by my friend Tom!