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Conference Paper (Czech conference)

Influence diagrams for speed profile optimization" computational issues

Vomlel Jiří, Kratochvíl Václav

: Proceedings of the 10th Workshop on Uncertainty Processing WUPES’15, p. 203-216 , Eds: Kratochvíl V.

: WUPES 2015. Workshop on Uncertainty Processing /10./, (Monínec, CZ, 16.09.2015-19.09.2015)

: GA13-20012S, GA ČR

: influence diagram, speed profile, optimization

: http://library.utia.cas.cz/separaty/2015/MTR/vomlel-0448454.pdf

(eng): 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.

: IN