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A platform for research: civil engineering, architecture and urbanism
Dynamic Optimal Traffic Assignment and Signal Time Optimization Using Genetic Algorithms
Abstract: In this article a dynamic system‐optimal traffic assignment model is formulated for a congested urban road network with a number of signalized intersections. A simulation‐based approach is employed for the case of multiple‐origin‐multiple‐destination traffic flows. The artificial intelligence technique of genetic algorithms (GAs) is used to minimize the overall travel cost in the network with fixed signal timings and optimization of signal timings. The proposed method is applied to the example network and results are discussed. It is concluded that GAs allow the relaxation of many of the assumptions that may be needed to solve the problem analytically by traditional methods.
Dynamic Optimal Traffic Assignment and Signal Time Optimization Using Genetic Algorithms
Abstract: In this article a dynamic system‐optimal traffic assignment model is formulated for a congested urban road network with a number of signalized intersections. A simulation‐based approach is employed for the case of multiple‐origin‐multiple‐destination traffic flows. The artificial intelligence technique of genetic algorithms (GAs) is used to minimize the overall travel cost in the network with fixed signal timings and optimization of signal timings. The proposed method is applied to the example network and results are discussed. It is concluded that GAs allow the relaxation of many of the assumptions that may be needed to solve the problem analytically by traditional methods.
Dynamic Optimal Traffic Assignment and Signal Time Optimization Using Genetic Algorithms
Varia, H. R. (author) / Dhingra, S. L. (author)
Computer‐Aided Civil and Infrastructure Engineering ; 19 ; 260-273
2004-07-01
14 pages
Article (Journal)
Electronic Resource
English
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