APMonitor Optimization Suite
The APMonitor Modeling Language is optimization software for mixed-integer and differential algebraic equations. It is coupled with large-scale solvers for linear, quadratic, nonlinear, and mixed integer programming (LP, QP, NLP, MILP, MINLP). Modes of operation include data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is freely available through MATLAB, Python, or from a web browser interface.
Compatible with Python 2.7 and Python 3+.
The APMonitor has a newer interface through the GEKKO Optimization Suite. See a list of 18 examples to get started with GEKKO.