The postgresql port is defined in your postgresql.conf
file.
For me in Ubuntu 14.04 it is: /etc/postgresql/9.3/main/postgresql.conf
Inside there is a line:
port = 5432
Changing the number there requires restart of postgresql for it to take effect.