Set oriented construction of globally optimal controllers

Lars Grüne, Oliver Junge

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

Recently, techniques for the design of optimal controllers have been developed which are based on a piecewise constant approximation of the value function of the underlying optimal control problem. They combine ideas from set oriented numerics with shortest path algorithms from graph theory. The approach is particularly well suited for problems with highly irregular value function, complicated state constraints and naturally handles hybrid systems. In this contribution, we give an overview of the approach and illustrate it by several numerical examples.

Original languageEnglish
Pages (from-to)287-295
Number of pages9
JournalAt-Automatisierungstechnik
Volume57
Issue number6
DOIs
StatePublished - 2009

Keywords

  • Dynamic game
  • Dynamic programming
  • Hybrid system
  • Set oriented numerics
  • Shortest path algorithm
  • Stabilizing controller

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