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Understanding Friendships Through Simplicial and Clique Complexes

Learn how simplicial and clique complexes relate to friendships and shapes.

Kassahun H Betre, Yan X Zhang, Carter Edmond

― 5 min read


Math of Friendships Math of Friendships in social networks. Explore simplicial and clique complexes
Table of Contents

In the world of math, there are these things called Simplicial Complexes and Clique Complexes. They sound fancy, but they are just ways to group points together using shapes like triangles and squares. Imagine you have a bunch of friends, and you want to know which groups hang out together. That’s what these complexes help us figure out!

What Are Simplicial Complexes?

A simplicial complex is like a friendship group made up of smaller friends. You start with a base set of points, and then you throw in some faces, which are just the shapes you can make with those points. If three friends hang out equally, then they form a triangle- a face!

The Faces and Facets

Not all groups are the same size. The biggest hangouts are called facets. If you have a group of friends but can’t form a bigger triangle with them, they are just faces. We also have this fancy term called dimension. It just tells you how many friends you need to make a certain shape. For example, to form a triangle, you need three friends.

Pure Simplicial Complexes

Now, if all your groups (facets) have the same number of friends, we call that a pure simplicial complex. It’s like saying that all the triangles in your group have the same number of points.

Clique Complexes

Clique complexes are a little different. Picture a club where everyone gets along. If some friends are part of multiple groups, we want to know about that too! A clique complex takes into account how these points connect.

The Clique Complex Explained

In a clique complex, if a group of friends is hanging out and everyone knows each other, you can say they formed a clique. So if you’ve got a triangle where every friend knows everyone else, that’s a clique! If not, then it’s just a regular shape.

Why Care About These Complexes?

These complex structures have many uses, from keeping track of friendships to understanding more complex things like shapes and surfaces in math. They even wave their hands at the quantum world!

Applications

In serious investigations, we use these complexes to study things like how spaces connect, how shapes behave, and even in quantum physics. Picture trying to understand how different dimensions behave when things get weird at the edges of the universe. Yes, these complexes help with that!

Counting Complexes

One big question is: how many of these complexes can we create with a certain number of friends? Let’s say you're trying to form groups of friends who all know each other. The more friends you have, the more possible combinations you can create. Imagine a party where every friend wants to form a triangle with two others.

Methods of Counting

We can use some mathematical methods to count the number of these friendships or groups. It’s kind of like doing a combination of math and social networking.

Facet-Incidence and Facet-Adjacency Matrices

Let’s dig into some math tools! We have two fancy matrices: facet-incidence and facet-adjacency. Think of them as spreadsheets that help us keep track of who is friends with whom.

Facet-Incidence Matrix

A facet-incidence matrix simply lists out where each friend belongs. It tells you which friends are part of which groups. If two friends are in the same group, the matrix shows that with a ‘yes’ (or 1) while ‘no’ (or 0) tells you they aren’t.

Facet-Adjacency Matrix

On the other hand, the facet-adjacency matrix tells you about the sizes of the intersections of groups. For example, it would tell you how many friends are common between two groups.

How to Create These Matrices

Creating these matrices is not as tough as it sounds. You just list your friends and their groups and do some counting.

Uniqueness and Representation

One interesting point is that we can sometimes tell the type of complex just by looking at the matrix. Kind of like being able to guess someone’s favorite pizza just by seeing their toppings.

Counting Pure Complexes

Now, when we want to know how many pure complexes we can build, we need to pay attention to how many friends and groups we have. The more friends and the more groups of the same size, the more combinations we can create!

The Big Picture

In the grand scheme of things, the area of simplicial and clique complexes is like a sea of shapes and friendships. We’re always looking for ways to understand the connections and build our friendship groups in new and creative ways.

A Fun Example

Imagine you have three friends named A, B, and C. If they all know each other and hang out together, they form a triangle! If you add a fourth friend named D, and they only know A and B, you create a more complex friendship that can be represented in both simplicial and clique forms.

Conclusion

By now, you should have a good sense of simplicial and clique complexes. They’re involved in the connections of friends and shapes in a way that makes math exciting! Whether you're counting how many triangles you can form or how many groups of friends you can make, the possibilities are endless.

Now go on and impress your friends with some cool math about their relationships!

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