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Everything about APMonitor

Modelling language for algebraic equations

Advanced process monitor (APMonitor) is a modeling language for differential algebraic (DAE) equations. It is a free web-service or local server for solving representations of physical systems in the form of implicit DAE models. APMonitor is suited for large-scale problems and solves linear programming, integer programming, nonlinear programming, nonlinear mixed integer programming, dynamic simulation, moving horizon estimation, and nonlinear model predictive control. APMonitor does not solve the problems directly, but calls nonlinear programming solvers such as APOPT, BPOPT, IPOPT, MINOS, and SNOPT. The APMonitor API provides exact first and second derivatives of continuous functions to the solvers through automatic differentiation and in sparse matrix form. Wikipedia →

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  1. Read the overview: APMonitorA 5-minute orientation
  2. Read the landmark paper: Nonlinear modeling, estimation and predictive control in APMonitorCited 192 times
  3. Go sideways: Gekko (optimization software)A closely related topic
  4. Go sideways: Differential-algebraic system of equationsA closely related topic

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