Dynamic Division about Traffic Control Sub-area Based on Back Propagation Neural Network

Autor:	Xiang-lei Yan, Chun-gui Li, Ying Xie, Hong-lei Zhang
Rok vydání:	2010
Předmět:	Artificial neural network SIMPLE (military communications protocol) Computer science Real-time computing Division (mathematics) Traffic flow MATLAB computer Traffic generation model Backpropagation Simulation computer.programming_language Network traffic simulation
Zdroj:	2010 Second International Conference on Intelligent Human-Machine Systems and Cybernetics.
DOI:	10.1109/ihmsc.2010.104
Popis:	This paper, based on Back Propagation (BP) neural network, proposes a method to divide traffic control sub-area dynamically. Considering three factors — traffic flow, distance of intersections and cycle, it forecasts the coordinatability factor and divides traffic control sub-area. It provides the design of neural network structure, carrying on a simulation experiment with the help of MATLAB which shows that the method is feasible without establishing a precise mathematical model, and the calculation is simple and easy to do.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::27cfec113e88e560cc39ebf2203417ad https://doi.org/10.1109/ihmsc.2010.104 Zobrazit plný text záznamu