[1]奚宽响,查伟雄,等.旅游城镇路网多目标优化模型及算法设计[J].深圳大学学报理工版,2020,37(2):130-135.[doi:10.3724/SP.J.1249.2020.02130]
 XI Kuanxiang,ZHA Weixiong,LI Jian,et al.Multi-objective optimization model and algorithm design of road network in tourist town[J].Journal of Shenzhen University Science and Engineering,2020,37(2):130-135.[doi:10.3724/SP.J.1249.2020.02130]
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旅游城镇路网多目标优化模型及算法设计()
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《深圳大学学报理工版》[ISSN:1000-2618/CN:44-1401/N]

卷:
第37卷
期数:
2020年第2期
页码:
130-135
栏目:
交通物流
出版日期:
2020-03-16

文章信息/Info

Title:
Multi-objective optimization model and algorithm design of road network in tourist town
文章编号:
202002003
作者:
奚宽响1查伟雄1 2李剑1 2严利鑫1
1)华东交通大学交通运输与物流学院,江西南昌 330013
2)华东交通大学交通运输与经济研究所,江西南昌 330013
Author(s):
XI Kuanxiang1 ZHA Weixiong1 2 LI Jian1 2 and YAN Lixin1
1) School of Transportation and Logistics, East China Jiaotong University, Nanchang 330013, Jiangxi Province, P.R.China
2) Institute of Transportation and Economics, East China Jiaotong University, Nanchang 330013, Jiangxi Province, P.R.China
关键词:
公路运输多目标优化模型交通仿真遗传算法旅游城镇路网优化
Keywords:
highway transportation multi-objective optimization model traffic simulation genetic algorithm tourism town road network optimization
分类号:
U491.1
DOI:
10.3724/SP.J.1249.2020.02130
文献标志码:
A
摘要:
为缓解旅游城镇的交通拥堵问题,提出将宏观交通仿真软件与启发式算法相融合进行路网优化设计.基于旅游城镇的交通流特点,将旅游城镇路网优化问题抽象为多目标优化模型进行研究.以路网中各条路段饱和度系统最优及投资成本最低为目标,建立多目标优化模型,寻求交通拥堵治理与道路资源投入博弈中的最优平衡点.运用TransCAD仿真软件,采用用户均衡模型对初始路网进行流量分配,基于遗传算法进行模型算法设计,编写Matlab算法程序求解模型.通过多次算法实验并对比分析实验结果,确定目标函数的最佳权重.算例分析结果表明,路网中所有路段饱和度的总和由16.70下降至11.12,平均值由0.93下降至0.62,且各优化后的路段饱和度稳定在0.5~0.8的合理范围内,路网整体饱和度明显降低且更加均衡,投资成本合理.研究结果对新型旅游城镇的路网规划具有一定指导意义.
Abstract:
To alleviate traffic congestion in tourist towns, we propose a method to optimize the road network design by combining the macro-traffic simulation software with the heuristic algorithm. Based on the characteristics of traffic flow in tourist towns, the problem of optimal design of tourism urban road network is transformed into a multi-objective optimization model. To seek the optimal balance point between traffic congestion management and road resource investment, a multi-objective optimization model is established to optimize the saturation system of each road section and minimize the investment cost. We use TransCAD simulation software and the user equilibrium model to distribute the traffic flow of the initial road network, then, design the model algorithm based on genetic algorithm, and at last, design Matlab algorithm program to solve the model. The optimal weight of the objective function is determined by multiple algorithm experiments and comparative analysis of the experimental results. The results of the numerical example show that the total saturation value of all sections in the road network decreases from 16.70 to 11.12, and the average saturation value of all sections in the road network decreases from 0.93 to 0.62. The saturation of optimized sections is stable in a reasonable range from 0.5 to 0.8. The overall road network saturation is significantly reduced and becomes more balanced, moreover, the cost of investment is more reasonable. Therefore, results of the study have certain guiding significance for the road network planning of new tourist towns.

参考文献/References:

[1] 陈兆盟,吴文祥,刘小明,等.车道拥挤收费与信号控制组合优化模型研究[J].交通运输系统工程与信息,2017,17(5):29-35.
CHEN Zhaomeng, WU Wenxiang, LIU Xiaoming, et al. The combinatorial optimization model research of congestion pricing and signal control[J]. Journal of Transportation Systems Engineering and Information Technology, 2017, 17(5): 29-35.(in Chinese)
[2] 史峰,王英姿,陈群.城市交通微循环网络设计优化模型[J].同济大学学报自然科学版,2011,39(12):1795-1799.
SHI Feng, WANG Yingzi, CHEN Qun. Optimization model for traffic microcirculation network design[J]. Journal of Tongji University Natural Science, 2011, 39(12): 1795-1799.(in Chinese)
[3] 孙振东,张生瑞,李运,等. 路票交易下的私家车通勤路径选择[J].深圳大学学报理工版,2018,35(2):213-220.
SUN Zhendong, ZHANG Shengrui, LI Yun, et al. The choice of commuter path of private cars under ticket trade constraints[J]. Journal of Shenzhen University Science and Engineering, 2018, 35(2): 213-220.(in Chinese)
[4] KAROONSOONTAWONG A, WALLER S T. Integrated network capacity expansion and traffic signal optimization problem: robust bi-level dynamic formulation[J]. Networks and Spatial Economics, 2010, 10(4): 525-550.
[5] 张孜,宋奇文,林思.动态可变车道在路网通行能力优化中的应用[J].公路交通科技,2015,32(9):109-114.
ZHANG Zi, SONG Qiwen, LIN Si. Application of dynamic reversible lane in road network capacity optimization[J]. Journal of Highway and Transportation Research and Development, 2015, 32(9): 109-114.(in Chinese)
[6] 秦进,贺钰昕.定量化交通网络效率评价方法比较[J].交通运输工程学报,2018,18(2):111-119.
QIN Jin, HE Yuxin. Evaluation methods comparison of quantitative transportation network efficiency[J]. Journal of Traffic and Transportation Engineering, 2018, 18(2): 111-119.(in Chinese)
[7] 王正武,陈小兰,李常乐.道路交通网络级联失效影响源辨识[J].中国公路学报,2015,28(10): 98-104.
WANG Zhengwu, CHEN Xiaolan, LI Changle. Identifying influence sources of cascading failure for road traffic network[J]. China Journal of Highway and Transport, 2015, 28(10): 98-104.(in Chinese)
[8] 诸云,王建宇,高宁波,等.基于拥堵辨识的城市路网优化模型[J].东南大学学报自然科学版,2017,47(3):607-612.
ZHU Yun, WANG Jianyu, GAO Ningbo, et al. Urban traffic congestion optimization model based on bi-level programming[J]. Journal of Southeast University Natural Science Edition, 2017, 47(3): 607-612.(in Chinese)
[9] 杜进有,杨远祥,李宗平.城市道路网饱和度模型及其应用[J].公路交通科技,2006, 23(3):131-134.
DU Jinyou, YANG Yuanxiang, LI Zongping. Saturation model and its application of urban road network[J]. Journal of Highway and Transportation Research and Development, 2006, 23(3): 131-134.(in Chinese)
[10] 徐家钰,程家驹.道路工程[M]. 上海:同济大学出版社,1995.
XU Jiayu, CHENG Jiaju. Rord engineering[M]. Shanghai: Tongji University Press, 1995.(in Chinese)
[11] 沈颖,朱翀,徐英俊.道路饱和度计算方法研究[J].交通标准化,2007(1):125-129.
CHEN Ying, ZHU Chong, XU Yingjun. Research on calculation method for road saturation[J]. Transportation Standardization, 2007(1): 125-129.(in Chinese)
[12] CADARSO L, MARIN A. Robust rolling stock in rapid transit networks[J]. Computers & Operations Research, 2011, 38(8): 1131-1142.

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备注/Memo

备注/Memo:
Received:2018-12-04;Accepted:2019-03-28
Foundation:National Natural Science Foundation of China(51805169);Graduate Student Innovation Special Foundation of Jiangxi Province(YZ2018-S251)
Corresponding author:Professor ZHA Weixiong.E-mail: 1033723954@qq.com
Citation:XI Kuanxiang,ZHA Weixiong,LI Jian,et al.Multi-objective optimization model and algorithm design of road network in tourist town[J]. Journal of Shenzhen University Science and Engineering, 2020, 37(2): 130-135.(in Chinese)
基金项目:国家自然科学基金资助项目(51805169); 江西省研究生创新专项基金资助项目(YZ2018-S251)
作者简介:奚宽响(1993—),华东交通大学硕士研究生.研究方向:交通系统优化. E-mail:476499730@qq.com
引文:奚宽响,查伟雄,李剑,等.旅游城镇路网多目标优化模型及算法设计[J]. 深圳大学学报理工版,2020,37(2):130-135.
更新日期/Last Update: 2020-03-30