个人简历
个人简介Personal Profile申请人近年来一直从事城市智能运输系统研究，已在城市交通环境数据采集、交通环境数据处理及挖掘、数据驱动下的城市交通决策与优化等方面均取得了较大进展。共发表SCI/SSCI刊源论文64篇，1篇论文被评为2012年中国百篇最具国际影响的学术论文之一，11篇论文被选为ESI高被引论文，其中1篇论文被选为热点论文，1篇被收录到交通运输重大科技创新成果库。并被邀请为交通领域国际SCI期刊IEEE ACCEE副主编和《PROMET-TRAFFIC & Transportation》的编委。此外，获得教育部高校科学研究优秀成果奖（自然科学奖）二等奖(排第1和第3)、智能协会科技奖（排第2）。主编十三五教材《汽车服务工程》出版在机械工业出版社，参编的《移动实验室 载具通用技术规范》已获批国家标准。指导的研究生中，有两名学生获得大连理工大学优秀研究生标兵称号（每年全校硕博共有10名同学获得此荣誉），已获得国奖级奖学金6人次，获得辽宁省优秀毕业生4人次。 教育经历2008.9 2011.7 北京交通大学 道路与铁道工程 博士1996.9 2000.7 吉林大学 载运工具运用工程工作经历2016.7 至今 大连理工大学汽车工程学院 教授2014.2 至今 大连理工大学汽车工程学院 特聘副研究员2011.12 2014.2 大连理工大学 博士后2008.3 2008.8 大连雷诺汽车销售服务有限公司 采购部经理2003.8 2008.3 利优比（大连）机器有限公司 采购部经理2000.7 2003.8 吉林省交通厅宝路集团 设备部助理专利 室内外多用途可伸缩晾衣架 一种汽车婴儿安全摇床 一种保温冷却双重功能水杯 一种多用途温差发电炉 一种结合计量经济学和启发式智能的汽车销量预测方法及系统 无人驾驶公交车的编组方法 著作成果 移动实验室 载具通用技术规范 汽车服务工程 科研项目 计重收费高速公路通行费收入预测方法研究, 企事业单位委托科技项目, 2017/08/21-2017/11/01, 进行 基于植物叶脉网络布局原理的长江经济带水陆集疏运网络优化研究, 国家自然科学基金项目, 2015/08/24, 进行 基于多智能体仿真的公交专用道设置关键技术研究, 主管部门科技项目, 2013/05/13, 进行 区域多机场系统下乘客机场选择与机场巴士网络互动优化研究, 国家自然科学基金项目, 2015/08/18, 进行 公交动态调度信息下的乘客选择行为仿真方法研究, 国务院其他部门, 2013/05/01-2014/01/12, 完成 基于可变属性偏好的公交动态调度多属性决策方法与应用研究, 国家自然科学基金项目, 2012/09/25, 完成
研究领域
1. 智能网联 2.车路协同 3. 智能交通 4.大数据""
近期论文
[1]Guo, Zhen,Yu, Bin,Li, Kewang,Yang, Yunong,Yao, Baozhen,Lin, Qingfeng.Locating battery supplying infrastructures for electric taxies[J],TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH,2020,12(2):77-86 [2]Yu, Bin,Wang, Huaizhu,Song, Xiaolin,Zhao, Zhigang,Tian, Zhihui,Yao, Baozhen.Optimising subordinate net points layout of express enterprise with SCE-UA algorithm[J],PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT,2020,173(1):51-58 [3]Wang, Huaizhu,Zhang, Mengjie,Chen, Chao,Yao, Baozhen.Air parcel network design considering pure freighters[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2019,95(9):797-807 [4]Jiang, Yonglei,Timmermans, Harry J. P.,Chen, Chao,Sun, Jian,Yao, Baozhen.Determinants of air-rail integration service of Shijiazhuang airport, China: analysis of historical data and stated preferences[J],TRANSPORTMETRICA B-TRANSPORT DYNAMICS,2019,7(1):1572-1587 [5]Chen Chao,Tian Zhihui,Yao Baozhen.Optimization of two-stage location-routing-inventory problem with time-windows in food distribution network[J],ANNALS OF OPERATIONS RESEARCH,2019,273(1-2,SI):111-134 [6]Yao, Baozhen,Chen, Chao,Song, Xiaolin,Yang, Xiaoli.Fresh seafood delivery routing problem using an improved ant colony optimization[J],ANNALS OF OPERATIONS RESEARCH,2019,273(1-2,SI):163-186 [7]Shan, Wenxuan,Yan, Qianqian,Chen, Chao,Zhang, Mengjie,Yao, Baozhen,Fu, Xuemei.Optimization of competitive facility location for chain stores[J],ANNALS OF OPERATIONS RESEARCH,2019,273(1-2,SI):187-205 [8]Yao, Baozhen,Chen, Gang.Stochastic simulation and optimization in supply chain management[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2018,94(7,SI):561-562 [9]Tian, Zhihui,Hou, Wenbin,Gu, Xiaoning,Gu, Feng,Yao, Baozhen.The location optimization of electric vehicle charging stations considering charging behavior[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2018,94(7,SI):625-636 [10]Yao, Baozhen,Yan, Qianqian,Chen, Qian,Tian, Zhihui,Zhu, Xuefeng.Simulation-based optimization for urban transportation demand management strategy[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2018,94(7,SI):637-647 [11]Yu, Bin,Wang, Huaizhu,Shan, Wenxuan,Yao, Baozhen.Prediction of Bus Travel Time Using Random Forests Based on Near Neighbors[J],COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING,2018,33(4,SI):333-350 [12]顾丰,侯文彬,崔晓敏,姚宝珍,高俊杰.一种汽车快修连锁店双层规划选址模型[J],大连理工大学学报,2018,58(2):202-208 [13]Zhong, Shiquan,Zhou, Lizhen,Ma, Shoufeng,Jia, Ning,Zhang, Liu,Yao, Baozhen.The optimization of bus rapid transit route based on an improved particle swarm optimization[J],TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH,2018,10(5):257-268 [14]Yu, B.,Wu, E.,Chen, C.,Yang, Y.,Yao, B. Z.,Lin, Q..A general approach to optimize disassembly sequence planning based on disassembly network: A case study from automotive industry[J],ADVANCES IN PRODUCTION ENGINEERING & MANAGEMENT,2017,12(4):305-320 [15]Yao, Baozhen,Yan, Qianqian,Zhang, Mengjie,Yang, Yunong.Improved artificial bee colony algorithm for vehicle routing problem with time windows[J],PLOS ONE,2017,12(9):e0181275 [16]Jiang, Yonglei,Yao, Baozhen,Wang, Lu,Feng, Tao,Kong, Lu.Evolution trends of the network structure of Spring Airlines in China: A temporal and spatial analysis[J],JOURNAL OF AIR TRANSPORT MANAGEMENT,2017,60:18-30 [17]Yu, Bin,Zhang, Liu,Guan, Feng,Peng, Zixuan,Yao, Baozhen.Equity based congestion pricing: considering the constraint of alternative path[J],OPERATIONAL RESEARCH,2017,17(1):313-337 [18]Yao, Baozhen,Chen, Chao,Cao, Qingda,Jin, Lu,Zhang, Mingheng,Zhu, Hanbing,Yu, Bin.Short-Term Traffic Speed Prediction for an Urban Corridor[J],COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING,2017,32(2):154-169 [19]高俊杰,姚宝珍.An intelligent fault diagnosis approach integrating cloud model and CBR[A],2017 [20]Yu, Bin,Wang, Keming,Wang, Can,Yao, Baozhen.Ship scheduling problems in tramp shipping considering static and spot cargoes[J],INTERNATIONAL JOURNAL OF SHIPPING AND TRANSPORT LOGISTICS,2017,9(4):391-416 [21]Yao, Baozhen,Cao, Qingda,Jin, Lu,Zhang, Mingheng,Zhao, Yibing.CIRCLE LINE OPTIMIZATION OF SHUTTLE BUS IN CENTRAL BUSINESS DISTRICT WITHOUT TRANSIT HUB[J],PROMET-TRAFFIC & TRANSPORTATION,2017,29(1):45-55 [22]Gao, Junjie,Gu, Feng,Hu, Ping,Xie, Yanan,Yao, Baozhen.Automobile chain maintenance parts delivery problem using an improved ant colony algorithm[J],ADVANCES IN MECHANICAL ENGINEERING,2016,8(9):1-13 [23]Yao, Baozhen,Wang, Zhe,Cao, Qingda,Jin, Lu,Zhang, Mingheng.Express bus fare optimization based on passenger choice behavior[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2016,92(7,SI):617-625 [24]Peng, Zixuan,Guan, Feng,Wang, Keming,Li, Ting,Yao, Baozhen.Simulation-optimization model for one-way traffic reconfiguration[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2016,92(7,SI):627-635 [25]Yao, Baozhen,Yu, Bin,Hu, Ping,Gao, Junjie,Zhang, Mingheng.An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot[J],ANNALS OF OPERATIONS RESEARCH,2016,242(2):303-320 [26]Yu, Bin,Song, Xiaolin,Guan, Feng,Yang, Zhiming,Yao, Baozhen.k-Nearest Neighbor Model for Multiple-Time-Step Prediction of Short-Term Traffic Condition[J],JOURNAL OF TRANSPORTATION ENGINEERING,2016,142(6) [27]Yao, Baozhen,Wang, Zhe,Zhang, Mingheng,Hu, Ping,Yan, Xinxin.Hybrid model for prediction of real-time traffic flow[J],PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT,2016,169(2):88-96 [28]Yao, Baozhen,Cao, Qingda,Wang, Zhe,Hu, Ping,Zhang, Mingheng,Yu, Bin.A two-stage heuristic algorithm for the school bus routing problem with mixed load plan[J],TRANSPORTATION LETTERS-THE INTERNATIONAL JOURNAL OF TRANSPORTATION RESEARCH,2016,8(4):205-219 [29]张明恒,姚宝珍.Analysis of driver fatigue causations based on the Bayesian network model[J],SIMULATION,2016,1-13 [30]高俊杰,姚宝珍,岳明,胡平.车辆工程专业交叉学科类课程教学改革实践与探讨[J],实验室科学,2016,19(6):23-26 [31]Li, Linhui,Lian, Jing,Huang, Haiyang,Yao, Baozhen,Guo, Lie.Back-stepping variable structure controller design for off-road intelligent vehicle[J],JOURNAL OF VIBROENGINEERING,2015,17(7):3876-3886 [32]Yu, Bin,Guan, Feng,Zhang, Lin,Zhu, Hanbing,Zhang, Chao,Peng, Zixuan,Yao, Baozhen.Waterbus system optimisation for low-carbon transportation[J],PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT,2015,168(5):434-441 [33]Wang, Yitian,Peng, Zixuan,Wang, Keming,Song, Xiaolin,Yao, Baozhen,Feng, Tao.Research on Urban Road Congestion Pricing Strategy Considering Carbon Dioxide Emissions[J],SUSTAINABILITY,2015,7(8):10534-10553 [34]Yao, B.,Hu, P.,Yu, L.,Zhang, M.,Gao, J..Merged automobile parts maintenance delivery problem using an improved artificial bee colony algorithm[J],SCIENTIA IRANICA,2015,22(3):1258-1270 [35]Yu Bin,Kong Lu,Sun Yao,Yao Baozhen,Gao Ziyou.A bi-level programming for bus lane network design[J],TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES,2015,55(,SI):310-327 [36]Yu, Bin,Peng, Zixuan,Wang, Keming,Kong, Lu,Cui, Yao,Yao, Baozhen.An optimization method for planning the lines and the operational strategies of waterbuses: the case of Zhoushan city[J],OPERATIONAL RESEARCH,2015,15(1):25-49 [37]姚宝珍,沈飞,姚锦宝,王文思,王爽.节能减排视角下的公路运输周转量空间计量研究[J],交通运输系统工程与信息,2015,15(1):112-117 [38]Zhong S.,Hu J.,Ke S.,Wang X.,Zhao J.,Yao B..A hybrid model based on support vector machine for bus travel-time prediction[J],Promet - Traffic - Traffico,2015,27(4):291-300 [39]姚宝珍,张明恒.Express bus fare optimization based on passenger choice behavior[J],Simulation,2015,2015 [40]姚宝珍.Simulation-optimization model for one-way traffic reconfiguration[J],Simulation: Transactions of the Society for Modeling and Simulation International,2015,2015 [41]Yao, Baozhen,Zong, Fang,Yu, Bin,Mu, Rui.Swarm Intelligence in Engineering 2014[J],MATHEMATICAL PROBLEMS IN ENGINEERING,2015,2015 [42]Yu, Bin,Wang, Keming,Peng, Zixuan,Wang, Can,Gao, Ziyou,Yao, Baozhen.DYNAMIC EXTRA BUSES SCHEDULING STRATEGY IN PUBLIC TRANSPORT[J],PROMET-TRAFFIC & TRANSPORTATION,2015,27(3):205-216 [43]Yao, B.,Yao, J.,Zhang, M.,Yu, L..Improved support vector machine regression in multi-step-ahead prediction for rock displacement surrounding a tunnel[J],SCIENTIA IRANICA,2014,21(4):1309-1316 [44]Yao, Baozhen,Hu, Ping,Zhang, Mingheng,Jin, Maoqing.A SUPPORT VECTOR MACHINE WITH THE TABU SEARCH ALGORITHM FOR FREEWAY INCIDENT DETECTION[J],INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE,2014,24(2):397-404 [45]Yao, Baozhen,Hu, Ping,Lu, Xiaohong,Gao, Junjie,Zhang, Mingheng.Transit network design based on travel time reliability[J],TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES,2014,43(,SI):233-248 [46]Yao, Baozhen,Yu, Bin,Chen, Gang,Mu, Rui,Zong, Fang.Application of Discrete Mathematics in Urban Transportation System Analysis[J],MATHEMATICAL PROBLEMS IN ENGINEERING,2014,2014 [47]Yu Lan,Yan Bo,Yao Baozhen.Core Business Selection Based on Ant Colony Clustering Algorithm[J],MATHEMATICAL PROBLEMS IN ENGINEERING,2014,2014 [48]Yao, Jinbao,Yao, Baozhen,Du, Yuwei,Jiang, Yonglei.TRAIN-INDUCED VIBRATION PREDICTION IN MULTI-STORY BUILDINGS USING SUPPORT VECTOR MACHINE[J],NEURAL NETWORK WORLD,2014,24(1):89-102 [49]Yao, Baozhen,Hu, Ping,Zhang, Mingheng,Tian, Xiaomei.IMPROVED ANT COLONY OPTIMIZATION FOR SEAFOOD PRODUCT DELIVERY ROUTING PROBLEM[J],PROMET-TRAFFIC & TRANSPORTATION,2014,26(1):1-10 [50]Yu, Bin,Zhu, Hanbing,Cai, Wanjun,Ma, Ning,Kuang, Qiji,Yao, Baozhen.Two-phase optimization approach to transit hub location - the case of Dalian[J],JOURNAL OF TRANSPORT GEOGRAPHY,2013,33:62-71 [51]Yao, Baozhen,Hu, Ping,Zhang, Mingheng,Wang, Shuang.Artificial bee colony algorithm with scanning strategy for the periodic vehicle routing problem[J],SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL,2013,89(6):762-770 [52]Yu, Bin,Ma, Ning,Cai, Wanjun,Li, Ting,Yuan, Xiaoting,Yao, Baozhen.Improved ant colony optimisation for the dynamic multi-depot vehicle routing problem[J],INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS,2013,16(2):144-157 [53]Yu, Bin,Li, Ting,Bao, Hong-Li,Li, Ya-Hui,Yao, Bao-Zhen.Real-time stop-skipping strategy for bus operations at a terminal[J],ROAD & TRANSPORT RESEARCH,2013,22(1):26-38 [54]姚锦宝,姚宝珍,尹智宏,于滨.基于双种群遗传算法的公交线路发车间隔优化[J],深圳大学学报（理工版）,2012,29(6):559-564 [55]Yu, Bin,Yang, Zhong-Zhen,Jin, Peng-Huan,Wu, Shan-Hua,Yao, Bao-Zhen.Transit route network design-maximizing direct and transfer demand density[J],TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES,2012,22:58-75 [56]Yao, J. B.,Yao, B. Z.,Li, L.,Jiang, Y. L..HYBRID MODEL FOR DISPLACEMENT PREDICTION OF TUNNEL SURROUNDING ROCK[J],NEURAL NETWORK WORLD,2012,22(3):263-275 [57]Yue, Ming,Tang, Feiyun,Liu, Baoyin,Yao, Baozhen.TRAJECTORY-TRACKING CONTROL OF A NONHOLONOMIC MOBILE ROBOT: BACKSTEPPING KINEMATICS INTO DYNAMICS WITH UNCERTAIN DISTURBANCES[J],APPLIED ARTIFICIAL INTELLIGENCE,2012,26(10):952-966 [58]Yao J.-B.,Yuan X.-T.,Yao B.-Z.,Yu B..Optimization model of taxi fleet size under dynamic demands[J],Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology,2012,32(SUPPL.1):114-117
