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一种交通道路限制下的充电车辆调度方案
引用本文:钟萍,陈元明,杜志成,李琳,桂林. 一种交通道路限制下的充电车辆调度方案[J]. 应用科学学报, 2021, 39(2): 199-209. DOI: 10.3969/j.issn.0255-8297.2021.02.002
作者姓名:钟萍  陈元明  杜志成  李琳  桂林
作者单位:1. 中南大学 计算机学院, 湖南 长沙 410083;2. 湖南理工学院 信息科学与工程学院, 湖南 岳阳 414006;3. 湖南交通工程学院 高科技研究院, 湖南 衡阳 421001
基金项目:湖南省自然科学基金(No.2018JJ3692,No.2020JJ4281);湖南省教育厅科学硏究项目(No.19C0857);中南大学研究生自主探索创新项目(No.2020zzts592)资助
摘    要:充电调度是无线可充电传感器网络中的关键科学问题之一.现有研究主要集中在如何调度充电车辆以获得最优的移动路径.但是,当道路受到限制时,这些算法无法提供良好的性能.本文考虑具有交通道路约束的移动充电车辆调度问题,提出一种移动受限的按需充电调度方案(mobility constrained charging scheduli...

关 键 词:充电调度  遗传算法  本地搜索算法  移动受限  无线可充电传感器网络
收稿时间:2020-12-24

A Charging Vehicle Scheduling Scheme with Traffic Road Restrictions
ZHONG Ping,CHEN Yuanming,DU Zhicheng,LI Lin,GUI Lin. A Charging Vehicle Scheduling Scheme with Traffic Road Restrictions[J]. Journal of Applied Sciences, 2021, 39(2): 199-209. DOI: 10.3969/j.issn.0255-8297.2021.02.002
Authors:ZHONG Ping  CHEN Yuanming  DU Zhicheng  LI Lin  GUI Lin
Affiliation:1. School of Computer Science and Engineering, Central South University, Changsha 410083, Hunan, China;2. School of Information Science and Engineering, Hunan Institute of Science and Technology, Yueyang 414006, Hunan, China;3. Academy of Hi-Tech Research, Hunan Institute of Traffic Engineering, Hengyang 421001, Hunan, China
Abstract:Charging scheduling is a very important item for wireless rechargeable sensor networks. Existing researches mainly focus on scheduling charging vehicles to obtain the optimal mobile path. However, these algorithms cannot provide good performance when traffic is restricted. Considering the mobile charging vehicle scheduling problem with traffic road constraints, this paper proposes a mobility constrained charging scheduling scheme (MCCS). To better fit the actual scene, we formalize the problem as an edge coverage problem, and enhance the classical MAENS algorithm by adding a path decomposition operator and a mutation operator. The performance of MCCS is evaluated by extensive simulations. Compared with MAENS, experimental results show that MCCS achieves superior performance in terms of low average energy consumption and high charging stability.
Keywords:charging schedule  genetic algorithm  local search algorithm  restricted mobility  wireless rechargeable sensor network  
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