Sometimes we can find an equivalence between operations, for instance: log(a*b) = log a + log b.

## Isomorphism

If we can reverse the function in a morphism, that is if it is one to one, then it is called an isomorphism. If the function is many to one then it is a homomorphism.

In the days before calculators it was quite difficult to do multiplications, so it could be easier to take the logarithm of each number, then add them together, then take the antilogarithm to get the product of the two numbers.

## Mathematical Modelling

Any application of mathematics can be though of as an isomorphism. If we cannot predict the result of a physical operation then we try to find an equivalent mathematical operation.

## Morphisms within mathematics

Morphisms can be applied in:

- sets.
- groups
- vector spaces and linear transformations
- topology

## Automorphism

A morphism which preserves the symmetry. The set of automorphisms of an object together with the operation of function composition forms a group, so it has the following properties:

- Closure
- Identity
- Inverse
- Associativity

## Inner and Outer automorphisms

The operation p_{out} = m * p_{in} *m^{-1} is called
conjugation by m.

If m is a member of the same group as p then this is called an inner morphism, otherwise if there is no correspondence with an element of the object, it is an outer morphism.