| 适于配送车辆导航路径规划的遍历模型的改进型粒子群优化算法 |
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| 引用本文： | 章权,温惠英,孙博.适于配送车辆导航路径规划的遍历模型的改进型粒子群优化算法[J].华南理工大学学报(自然科学版),2011,39(8):109-112,117. |
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| 作者姓名： | 章权 温惠英 孙博 |
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| 作者单位： | 1. 长安大学公路学院,陕西西安710064;广东省公路管理局,广东广州510075
2. 华南理工大学土木与交通学院,广东广州,510640 |
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| 基金项目： | 国家自然科学基金资助项目(50978106) |
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| 摘 要： | 车辆路径规划是物流配送导航系统中的关键环节,是实现物流配送路径引导的前提条件和车辆导航的技术保障.为解决物流配送车辆导航中的路径规划问题,文中建立了物流配送车辆导航路径规划(VND)遍历模型,设计了求解该模型的改进型粒子群算法,并对初始种群的产生方法及种群的进化策略进行改进,使原本不能直接用于求解VND模型的基本粒子群...
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| 关 键 词： | 配送车辆导航 路径规划 遍历模型 粒子群优化算法 种群进化 |
Improved Particle Swarm Optimization Algorithm of Ergodic Model for Routing Planning of Delivery Vehicle Navigation |
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| Zhang Quan,Wen Hui-ying,Sun Bo.Improved Particle Swarm Optimization Algorithm of Ergodic Model for Routing Planning of Delivery Vehicle Navigation[J].Journal of South China University of Technology(Natural Science Edition),2011,39(8):109-112,117. |
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| Authors: | Zhang Quan Wen Hui-ying Sun Bo |
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| Institution: | Zhang Quan1,2 Wen Hui-ying3 Sun Bo3(1.School of Highway,Chang'an University,Xi'an 710064,Shaanxi,China,2.Guangdong Provincial Highway Administration,Guangzhou 510075,Guangdong,3.School of Civil Engineering and Transportation,South China University of Technology,Guangzhou 510640,China) |
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| Abstract: | Vehicle routing planning is known as the key link in the logistics delivery vehicle navigation system as well as the precondition for the logistics delivery routing guidance and the technical support for vehicle navigation.In order to solve the routing planning problem,an ergodic model is established for Vehicle Routing Planning of Navigation in Logistics Distribution(VND),and an improved particle swarm optimization algorithm is proposed to solve the model.Then,the generation method of the initial populatio... |
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| Keywords: | delivery vehicle navigation routing planning ergodic model particle swarm optimization algorithm population evolution |
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