GRAMPC

GRAMPC is a nonlinear MPC framework that is suitable for dynamical systems with sampling times in the (sub)millisecond range and that allows for an efficient implementation on embedded hardware. The algorithm is based on an augmented Lagrangian formulation with a tailored gradient method for the inner minimization problem. GRAMPC is implemented in plain C with an additional interface to C++ and MATLAB/Simulink.

The basic structure and usage of GRAMPC are described in the documentation that comes along with the source files.
More details about the algorithm and its performance can be found in the corresponding article published in Optimization and Engeneering.
The article is available online under open access at: https://doi.org/10.1007/s11081-018-9417-2.

Please cite the paper when you are using results obtained with GRAMPC.

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License

BSD License

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Additional Project Details

Intended Audience

Engineering, Science/Research

Programming Language

C, C++, MATLAB, Simulink

Related Categories

Simulink Scientific Engineering, MATLAB Scientific Engineering, C++ Scientific Engineering, C Scientific Engineering

Registered

2014-02-07

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