In this paper we show that chordal structure can be used to devise efficient optimization methods for robust model predictive control problems. The chordal structure is used both for computing search directions efficiently as well as for distributing all the other computations in an interior-point method for solving the problem. The framework enables efficient parallel computations.
@article{arxiv.1803.07340,
title = {Efficient Robust Model Predictive Control using Chordality},
author = {Anders Hansson and Sina Khoshfetrat Pakazad},
journal= {arXiv preprint arXiv:1803.07340},
year = {2018}
}
Comments
Submmitted to 2018 IEEE CDC. arXiv admin note: text overlap with arXiv:1711.10254