Influence diagrams for speed profile optimization" computational issues

0448454 - ÚTIA 2016 RIV CZ eng K - Konferenční příspěvek (tuzemská konf.)
Vomlel, Jiří - Kratochvíl, Václav
Influence diagrams for speed profile optimization" computational issues.
Proceedings of the 10th Workshop on Uncertainty Processing WUPES’15. Praha: Oeconomica, 2015 - (Kratochvíl, V.), s. 203-216. ISBN 978-80-245-2102-2.
[WUPES 2015. Workshop on Uncertainty Processing /10./. Monínec (CZ), 16.09.2015-19.09.2015]
Grant CEP: GA ČR GA13-20012S
Institucionální podpora: RVO:67985556
Klíčová slova: influence diagram * speed profile * optimization
Kód oboru RIV: IN - Informatika
http://library.utia.cas.cz/separaty/2015/MTR/vomlel-0448454.pdf

Influence diagrams were applied to diverse decision problems. However, the general theory is still not sufficiently developed if the variables are continuous or hybrid and the utility functions are nonlinear. In this paper, we study computational problems related to the application of influence diagrams to vehicle speed profile optimization and suggest an approximation of the nonlinear utility functions by piecewise linear functions.
Trvalý link: http://hdl.handle.net/11104/0250234