Nonlinear model predictive control using polynomial optimization methods

E Harinath, LC Foguth, JA Paulson… - 2016 American …, 2016 - ieeexplore.ieee.org
This paper reviews and provides perspectives on the design of nonlinear model predictive
control systems for polynomial systems. General nonlinear systems can often be rewritten …

Paramotopy: Parameter Homotopies in Parallel

D Bates, D Brake, M Niemerg - … Conference, South Bend, IN, USA, July 24 …, 2018 - Springer
Numerical algebraic geometry provides tools for approximating solutions of polynomial
systems. One such tool is the parameter homotopy, which can be an extremely efficient …

BertiniLab: A MATLAB interface for solving systems of polynomial equations

DJ Bates, AJ Newell, M Niemerg - Numerical Algorithms, 2016 - Springer
A MATLAB interface to the numerical homotopy continuation package Bertini is described.
Bertini solves systems of polynomial equations. BertiniLab can be used to create input files …

Neighboring extremal optimal control theory for parameter-dependent closed-loop laws

A Rai, S Mou, B Anderson - arxiv preprint arxiv:2312.04733, 2023 - arxiv.org
This study introduces an approach to obtain a neighboring extremal optimal control (NEOC)
solution for a closed-loop optimal control problem, applicable to a wide array of nonlinear …

Exploring the impact of wind penetration on power system equilibrium using a numerical continuation approach

S Chandra, D Mehta… - 2015 American Control …, 2015 - ieeexplore.ieee.org
In this paper we investigate how the equilibrium characteristics of conventional power
systems may change with an increase in wind penetration. We first derive a …

Maximum likelihood estimation of symmetric group-based models via numerical algebraic geometry

D Kosta, K Kubjas - Bulletin of Mathematical Biology, 2019 - Springer
Phylogenetic models admit polynomial parametrization maps in terms of the root distribution
and transition probabilities along the edges of the phylogenetic tree. For symmetric …

A recursive elimination method for finite-horizon optimal control problems of discrete-time rational systems

T Ohtsuka - IEEE Transactions on Automatic Control, 2014 - ieeexplore.ieee.org
In this technical note, a method of solving finite-horizon optimal control problems involving
discrete-time rational systems is proposed. Sequences of algebraic equations for the control …

[PDF][PDF] GLOBALLY CONVERGENT HOMOTOPIES FOR DISCRETE-TIME OPTIMAL CONTROL

K WORTHMANN - arxiv preprint arxiv:2306.07852, 2023 - researchgate.net
Homotopy methods are attractive due to their capability of solving difficult optimisation and
optimal control problems. The underlying idea is to construct a homotopy, which may be …

Combined homotopy and neighboring extremal optimal control

R Gupta, AM Bloch… - … Control Applications and …, 2017 - Wiley Online Library
This paper presents a new approach to trajectory optimization for nonlinear systems. The
method exploits homotopy between a linear system and a nonlinear system and …

Globally convergent homotopies for discrete-time optimal control

W Esterhuizen, K Flaßkamp, M Hoffmann… - arxiv preprint arxiv …, 2023 - arxiv.org
Homotopy methods are attractive due to their capability of solving difficult optimisation and
optimal control problems. The underlying idea is to construct a homotopy, which may be …