Completely agree that people just use methods such as tabu search a*, etc... without understanding them at all, same happens with machine learning techniques, or even statistic ones. Mostly they get by using the recommended algorithm/meta heuristic for the domain they are working at.

I strongly recommend python for doing this, it is the best language to begin programming with, I have several programs I did by myself, I can collaborate with the project.