Calibration of agent based transport simulations with multi fidelity Bayesian optimization

Anastasia Makarova
Anastasia Makarova
Stefan Beyeler
Stefan Beyeler
Andreas Krause
Andreas Krause

18th Swiss Transport Research Conference (STRC 2018), 2018.

Cited by: 2|Bibtex|Views6

Abstract:

MATsim is a flexible agent based transport simulator. Its flexibility derives from the high number of parameters that control the behavior of its simulations. For these simulations to be representative of what is observed in reality, these parameters require to be calibrated by hand. This process can be tedious and time consuming. In this...More

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