MATLAB is more powerful in solving matrix problems.
MATLAB has toolboxes for linear and nonlinear programming, and ipslv_mex toolbox needs to be downloaded from the Internet for integer linear programming. I don't think the effect is very good.
You can see the usage by typing help linprog in MATLAB.