No PostgreSQL clusters exist; see “man pg_createcluster”

Problem

After installing postgresql in a new Ubuntu 14.04 installation you get the error:

and when you try to start the server with:

you get the error that the server does not exist:

Solution

The solution can be found in the article here, and is to create manually the first cluster by: