Using a monte-carlo approach for bus regulation

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Using a monte-carlo approach for bus regulation

Using a monte-carlo approach for bus regulation

Cazenave, Tristan / Balbo, Flavien / Pinson, Suzanne

In this paper our objective is to minimize passengers waiting times at the bus stops by making buses wait at a stop. We compare a simple rule based approach to a Monte-Carlo method to reach this objective. When allocated enough time, the Monte-Carlo method gives better results. If the passengers arrivals and the bus travel times are known, the best algorithm is nested Monte-Carlo search with memorization which clearly outperforms nested Monte-Carlo search without memorization as well as Monte-Carlo and rule based regulation.

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Title :

Using a monte-carlo approach for bus regulation

Contributors:

Cazenave, Tristan (author) / Balbo, Flavien (author) / Pinson, Suzanne (author)

Published in:

2009 12th International IEEE Conference on Intelligent Transportation Systems ; 1-6

Publication date :

2009-10-01

Size :

1259095 byte

ISBN :

978-1-4244-5519-5 , 978-1-4244-5520-1

DOI :

https://doi.org/10.1109/ITSC.2009.5309838

Type of media :

Conference paper

Type of material :

Electronic Resource

Language :

English

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