The routines are written in C and callable from Matlab using the standard syntax. State-of-the-art solvers are available.
x* = arg min 0.5x'Hx + f'x convex cost
s.t. Ax = b, linear equality constraints,
Lx <= k, general linear inequality constraints,
l <= x <= u, bound constraints.