| Title | An Evolutionary Algorithm to Generate Real Urban Traffic Flows |
|---|---|
| ID_Doc | 43937 |
| Authors | Stolfi, DH; Alba, E |
| Title | An Evolutionary Algorithm to Generate Real Urban Traffic Flows |
| Year | 2015 |
| Published | |
| Abstract | In this article we present a strategy based on an evolutionary algorithm to calculate the real vehicle flows in cities according to data from sensors placed in the streets. We have worked with a map imported from OpenStreetMap into the SUMO traffic simulator so that the resulting scenarios can be used to perform different optimizations with the confidence of being able to work with a traffic distribution close to reality. We have compared the results of our algorithm to other competitors and achieved results that replicate the real traffic distribution with a precision higher than 90 %. |
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