Optimization and model-based control for max-plus linear and continuous piecewise affine systems

Jia Xu

Research output: ThesisDissertation (TU Delft)

57 Downloads (Pure)

Abstract

This PhD thesis considers the development of optimization and model-based control techniques for max-plus linear (MPL) and continuous piecewise affine (PWA) systems. The three main topics investigated in this thesis are as follows: 1. Optimistic optimization and planning for model-based control of MPL systems; 2. Optimistic optimization for MPC of continuous PWA systems; 3. MPC for stochastic MPL systems with chance constraints
Original languageEnglish
QualificationDoctor of Philosophy
Awarding Institution
  • Delft University of Technology
Supervisors/Advisors
  • De Schutter, B.H.K., Supervisor
  • van den Boom, A.J.J., Advisor
Thesis sponsors
Award date6 Jun 2019
Print ISBNs978-94-6186-953-1
DOIs
Publication statusPublished - 2019

Keywords

  • Model predictive control (MPC)
  • Max-plus linear systems
  • piecewise affine systems
  • Optimistic optimization

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