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The Design and Implement of Parallel Simulation Algorithm of Dynamic Route Solution for Traffic Network

机译:交通网络动态路径求解并行仿真算法的设计与实现

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摘要

In order to improve the speed and efficiency of dynamic route solution for traffic network,the paper constructs parallel simulation solution framework using distributed and parallel simulation technology and illuminates parallel simulation strategy which master process assigns sub-task to slave process.At the same time,the parallel simulation algorithm and implemented process of dynamic route solution are designed in microscopic simulation level.It puts forwards network-partition algorithm based on each intersection and communication mode of synchronization between processes to realize dynamic load balancing.It expatiates on the parallelism of simulation module and simulation control of solution algorithm.With designed parallel algorithm,traffic network that is made up of 12 intersections is modeled on different numbers of processors.Results from the simulation demonstrate that simulation speed increases about 2.5 times.Hence,the designed parallel simulation algorithm provides a foundation for larger scale dynamic route solution.
机译:为了提高交通网络动态路由解决方案的速度和效率,本文采用分布式和并行仿真技术构建并行仿真解决方案框架,阐述了主进程将子任务分配给从属进程的并行仿真策略。在微观仿真层次上设计了并行仿真算法和动态路由解决方案的实现过程。提出了基于各路口和进程间同步通信方式的网络划分算法,实现了动态负载均衡。阐述了仿真模块的并行性。设计的并行算法,由12个交叉口组成的交通网络在不同数量的处理器上建模。仿真结果表明,仿真速度提高了约2.5倍。因此,设计的并行仿真算法提供了基金会大规模动态路由解决方案。

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