Optimization of Matching
note: this project runs based on random generated data
Usage 1
Generate an assignment/matching between random generated student candidates and professors as well as their perferences to each other. Due to the lack of data, the course capacity is also random generated between 1 to 5.
py methods.py --num_candidate m --num_course n
where m= number of candidates you would like to have and n= number of courses you would like to have.
And choose the method you would like to use - s:stable_marriage, h:Hungarian, m:maximum_matching
Then enter the file name you would like to save as. Please end with .csv
Usage 2
Compare different methods based on Monte Carlos Simulation and plot out figures into the folder figures\numOfCandidates_numOfCourse_numOfSimulations
py methods.py --num_candidate m --num_course n --if_figure True
And enter the number of simulations you would like to have. A number greater than 100 is suggested.