AI applications to on-demand bus on urban transportation
M. Barcelona Poza
A service of Bus on Demand is a new model of transportation based on the concept
of a tailored ride with a starting and an ending point previously agreed by the
user and the company. This new model aims to be a more economical and ecological
alternative.
Our problem consists on deciding if it is feasible to implement this new model
in a concrete region. For that, a real-time simulation approach is considered by
means of tool called Unique Simulation Engine (USE) with a modular structure.
These modules handle, for example, the generation of potential service requests
by using the available data to feed forecasting models of event demand. The
computation of all possible combinations of optimal routes is also considered
and the USE is responsible of the choice through an utility function of the one
that best suits the service requirements using a genetic algorithm.
All together it allows to extract a series of indicators that help to decide if
the change is useful or not.
Keywords: Routing, Optimization, Simulation Engine, Froecasting Models, Genetic Algorithms
Scheduled
Invited Math-In Session. Industrial Applications at CRM
June 9, 2022 12:00 PM
Auditorium
Other papers in the same session
A. Valverde Salamanca, T. G. Myers
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6/8/22
Visit Alhambra
Tomorrow, Thursday, we will visit the Alhambra. 1. At 7:00 p.m., buses will start leaving from the door of the Hotel Granada Center (in front of the door of the Faculty of Sciences) 2. Upon arrival, groups with guides will be organized. 3. There will be groups in English language. These groups will wait at the destination until the arrival of all buses. 4. After the visit to the Alhambra we will walk to the Carmen de los Mártires to have a cocktail. 5. On the way back, we can go back by bus, which will leave from the same place where they left us at the Alhambra. 6. Although the way to the Alhambra by bus seems long, it really is close to the city. We invite you, whoever wishes, to go down for a pleasant walk. 7. Do not forget to take your Alhambra ticket and your identity card or passport. The document must be the same whose number matches the ticket number you have.
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5/31/22
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5/27/22
Gala Dinner
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5/23/22
IMPORTANT WARNING
To access the Alhambra on the visit on Thursday 9, it is obligatory to present the identification document whose reference was sent to the organization (eurocongress)
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5/16/22
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