Traffic Optimization Through Waiting Prediction and Evolutive Algorithms
Autor:
García, Francisco
; Hernández, Helena
; Moreno-García, María N.
; de Paz Santana, Juan F.
; López, Vivian F.
; Bajo, Javier
Fecha:
12/2023Palabra clave:
Revista / editorial:
International Journal of Interactive Multimedia and Artificial IntelligenceCitación:
F. García, H. Hernández, M. N. Moreno-García, J. F. De Paz, V. F. López, J. Bajo. Traffic Optimization Through Waiting Prediction and Evolutive Algorithms, International Journal of Interactive Multimedia and Artificial Intelligence, (2023), http://dx.doi.org/10.9781/ijimai.2023.12.001Tipo de Ítem:
articleDirección web:
https://www.ijimai.org/journal/bibcite/reference/3397Resumen:
Traffic optimization systems require optimization procedures to optimize traffic light timing settings in order to improve pedestrian and vehicle mobility. Traffic simulators allow obtaining accurate estimates of traffic behavior by applying different timing configurations, but require considerable computational time to perform validation tests. For this reason, this project proposes the development of traffic optimizations based on the estimation of vehicle waiting times through the use of different prediction techniques and the use of this estimation to subsequently apply evolutionary algorithms that allow the optimizations to be carried out. The combination of these two techniques leads to a considerable reduction in calculation time, which makes it possible to apply this system at runtime. The tests have been carried out on a real traffic junction on which different traffic volumes have been applied to analyze the performance of the system.
Ficheros en el ítem
Este ítem aparece en la(s) siguiente(s) colección(es)
Estadísticas de uso
Año |
2012 |
2013 |
2014 |
2015 |
2016 |
2017 |
2018 |
2019 |
2020 |
2021 |
2022 |
2023 |
2024 |
Vistas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
48 |
Descargas |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
220 |
Ítems relacionados
Mostrando ítems relacionados por Título, autor o materia.
-
La formación en gestión constructiva de conflictos en el Grado en Trabajo Social
Dorado Barbé, Ana ; Hernández-Martín, Gregoria; Lorente-Moreno, Julio; García-Longoria Serrrano, María Paz (Prisma Social, 12/2015)El Trabajo Social ha estado históricamente vinculado a la gestión del conflicto. En tal sentido, el Libro Blanco (2005), como documento marco para la elaboración del Título del Grado en Trabajo Social en las universidades ... -
Differential Patterns of Connectivity in Progressive Mild Cognitive Impairment
Bajo, Ricardo ; Castellanos, Nazareth; Cuesta, Pablo; Aurtenetxe, Sara; Garcia-Prieto, Juan; Gil-Gregorio, Pedro; del pozo, Francisco; Maestú, Fernando (Brain Connectivity, 05/2012)It is now widely accepted that Alzheimer's disease is characterized by a functional disconnection between brain regions. The disease appears to begin up to decades prior to clinical diagnosis. Therefore, in the present ... -
The Impact of the COVID-19 Pandemic on Social, Health, and Economy
Clemente-Suárez, Vicente Javier; Navarro-Jiménez, Eduardo; Moreno-Luna, Libertad; Saavedra-Serrano, Maria Concepcion; Jimenez, Manuel ; Simón, Juan Antonio; Tornero-Aguilera, José Francisco (Sustainability, 2021)In late December 2019, a series of acute atypical respiratory disease occurred in Wuhan, China, which rapidly spread to other areas worldwide. It was soon discovered that a novel coronavirus was responsible, named the ...