Numerical solution of hybrid optimal control problems with applications in robotics

Martin Buss, Michael Hardt, Oskar Von Stryk

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

6 Zitate (Scopus)

Abstract

Numerical solution techniques for a class of hybrid (discrete event / continuous variable) optimal control problems (HOCP) are described, and their potential use in robotic applications is demonstrated. HOCPs are inherently combinatorial due to their discrete event aspect which is one of the main challenges when numerically solving for optimal hybrid trajectories. One may associate a continuous nonlinear multi-phase problem with each possible discrete state sequence. Two solution techniques for obtaining suboptimal solutions are presented (both based on numerical direct collocation): one fixes interior point constraints on a grid, another uses branch-and-bound. Numerical results of a robotic multi-arm transport task and an underactuated robot are presented.

OriginalspracheEnglisch
TitelIFAC Proceedings Volumes (IFAC-PapersOnline)
Redakteure/-innenGabriel Ferrate, Eduardo F. Camacho, Luis Basanez, Juan. A. de la Puente
Herausgeber (Verlag)IFAC Secretariat
Seiten467-472
Seitenumfang6
Auflage1
ISBN (Print)9783902661746
DOIs
PublikationsstatusVeröffentlicht - 2002
Extern publiziertJa
Veranstaltung15th World Congress of the International Federation of Automatic Control, 2002 - Barcelona, Spanien
Dauer: 21 Juli 200226 Juli 2002

Publikationsreihe

NameIFAC Proceedings Volumes (IFAC-PapersOnline)
Nummer1
Band15
ISSN (Print)1474-6670

Konferenz

Konferenz15th World Congress of the International Federation of Automatic Control, 2002
Land/GebietSpanien
OrtBarcelona
Zeitraum21/07/0226/07/02

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