MathProgBase

This package provides high-level one-shot functions for linear and mixed-intege programming (linprog and mixintprog), as well as a solver-independent low-level interface for implementing advanced techniques that require efficiently solving a sequence of linear programming problems.

See JuliaOpt.org for an up-to-date list of supported solvers.

The interface is fully documented here.