Notes on algebra, probability theory, and linear algebra
A symmetry of an object is a reversible transformation that may change how the object is presented, but preserves the structure we care about.
Informally:
A symmetry changes the view, not the essence.
Groups are the natural language of symmetries because symmetries can be composed, have an identity transformation, and can be undone.
It depends on the object.
For a geometric figure, preserving structure may mean preserving distances and angles.
For a graph, it means preserving adjacency.
For an algebraic structure, it means preserving operations.
So the word “symmetry” always comes with the question:
What features of the object count as essential?
A square has eight rigid symmetries:
These transformations form a group because:
This group is called the dihedral group of the square.
If a transformation loses information, it is not a symmetry.
For example:
A symmetry is not just an action. It is an invertible action that preserves the relevant structure.
In abstract mathematics, a symmetry of a structure is often called an automorphism.
An automorphism is a structure-preserving bijection from an object to itself.
Examples:
The set of all automorphisms of an object forms a group.
Symmetries reveal what is essential and what is arbitrary.
If an object has many symmetries, then many apparent differences are not structurally meaningful.
For example:
A group of symmetries often acts like a fingerprint of the object.
A group can act on a set $X$. This means each group element is realized as a symmetry or transformation of $X$.
Formally, a group action assigns to each $g\in G$ a function $X\to X$, satisfying
\(e\cdot x=x,\) and
\((gh)\cdot x=g\cdot(h\cdot x).\) This is how abstract groups become concrete transformations.
The idea of symmetry explains why groups are central.
A group is not just an arbitrary algebraic object. It is exactly what appears when we collect all reversible transformations preserving a structure.
This is why groups occur in geometry, number theory, physics, combinatorics, and the theory of equations.