Title :
Applying a Traffic Lights Evolutionary Optimization Technique to a Real Case: “Las Ramblas” Area in Santa Cruz de Tenerife
Author :
Sánchez, Javier ; Gálan, Manuel ; Rubio, Enrique
Author_Institution :
Univ. de Las Palmas de Gran Canaria, Las Palmas
Abstract :
In previous research, we have designed and successfully tested a traffic light cycles evolutionary optimization architecture. In this paper, we attempt to validate those results with a real-world test case. For a wide area in Santa Cruz de Tenerife city - Canary islands - we have improved traffic behavior, using our optimized traffic light cycle times in a simulated environment. Throughout this paper, we present some of the experiences, knowledge, and problems encountered.
Keywords :
cellular automata; combinatorial mathematics; optimisation; road traffic; transportation; cellular automata; combinatorial mathematics; evolutionary optimization; traffic light; Cellular automata (CA); combinatorial optimization; genetic algorithms (GAs); microscopic traffic simulator; traffic lights optimization;
Journal_Title :
Evolutionary Computation, IEEE Transactions on
DOI :
10.1109/TEVC.2007.892765