$ sudo apt-get update
$ sudo apt-get install octave-nlopt 

octave-nlopt is installed in your system.

Make ensure the octave-nlopt package were installed using the commands given below,

$ sudo dpkg-query -l | grep octave-nlopt *

You will get with octave-nlopt package name, version, architecture and description in a table

octave-nlopt package basic information: