User equilibrium study of AETROS travel route optimization system

COMPUTER AIDED SYSTEMS THEORY - EUROCAST 2011, PT II(2011)

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摘要
We have designed a new urban travel route optimization model in combination with a new microscopic simulation paradigm. The core of the system stands over the assumption that we can have a traffic network with an Advanced Traffic Information System (ATIS) installed that advises drivers at every intersection as to which direction to take, depending of their destination. We have implemented a parallel Genetic Algorithm, running over a Beowulf cluster that performs a real-time optimization yielding that set of advised routes. By these means we propose an implicitly adaptable, expandable and flexible solution for the traveler route assignment problem, in order to maximize the performance of an urban network. Although in Dynamic Traffic Assignment (DTA) a rigorous Wardrop's User Equilibrium --- [6] --- cannot be fully carried out, we have developed a set of experiment aiming to see if there is a visible tendency to a User Equilibrium state for the proposed model. Results are encouraging.
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关键词
user equilibrium study,traffic network,new urban travel route,new microscopic simulation paradigm,user equilibrium,optimization model,advanced traffic information system,user equilibrium state,dynamic traffic assignment,aetros travel route optimization,real-time optimization
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