Code for Interior Point Method, which is a form of non-linear optimization. Was coded for a class assignment and was ranked best in terms of speed and accuracy.
The code provided is in Matlab.
https://en.wikipedia.org/wiki/Interior_point_method
The code was based off the following paper by Thomas Reslow Kruth for the code of IPM.