| 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 |
|
| DOI |
10.1007/978-3-319-24598-0_30 |
| 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 %. |
| Author Keywords |
Evolutionary algorithm; Traffic simulation; SUMO; Smart mobility; Smart city |
| Index Keywords |
Index Keywords |
| Document Type |
Other |
| Open Access |
Open Access |
| Source |
Conference Proceedings Citation Index - Science (CPCI-S) |
| EID |
WOS:000367709100030 |
| WoS Category |
Computer Science, Artificial Intelligence; Computer Science, Interdisciplinary Applications; Robotics |
| Research Area |
Computer Science; Robotics |
| PDF |
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