That particular boost library requires that the library be built first (most of boost is headers only). Are the lib files definitely present in /usr/local/lib/ ?
Uninstalled the entire boost library, and the compile source. I have reinstalled solely program_options using
sudo apt-get install libboost-program-options-dev
I have updated the makefile to