CN104376716A - Method for dynamically generating bus timetables on basis of Bayesian network models - Google Patents
Method for dynamically generating bus timetables on basis of Bayesian network models Download PDFInfo
- Publication number
- CN104376716A CN104376716A CN201410710551.7A CN201410710551A CN104376716A CN 104376716 A CN104376716 A CN 104376716A CN 201410710551 A CN201410710551 A CN 201410710551A CN 104376716 A CN104376716 A CN 104376716A
- Authority
- CN
- China
- Prior art keywords
- bayesian network
- timetable
- sigma
- bus
- network model
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 43
- 238000012216 screening Methods 0.000 claims abstract description 4
- 230000008859 change Effects 0.000 claims description 48
- 230000000694 effects Effects 0.000 claims description 7
- 108010014173 Factor X Proteins 0.000 claims description 5
- 230000007613 environmental effect Effects 0.000 claims description 5
- 230000001364 causal effect Effects 0.000 claims description 4
- 238000012546 transfer Methods 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 claims description 2
- 230000007812 deficiency Effects 0.000 claims description 2
- 230000008569 process Effects 0.000 description 9
- 230000003750 conditioning effect Effects 0.000 description 6
- 238000004458 analytical method Methods 0.000 description 5
- 238000004422 calculation algorithm Methods 0.000 description 5
- 238000006243 chemical reaction Methods 0.000 description 3
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 238000007689 inspection Methods 0.000 description 3
- 238000007726 management method Methods 0.000 description 3
- 238000012549 training Methods 0.000 description 3
- 238000007476 Maximum Likelihood Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000011156 evaluation Methods 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 238000004088 simulation Methods 0.000 description 2
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- BTCSSZJGUNDROE-UHFFFAOYSA-N gamma-aminobutyric acid Chemical compound NCCCC(O)=O BTCSSZJGUNDROE-UHFFFAOYSA-N 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 238000010801 machine learning Methods 0.000 description 1
- 239000011159 matrix material Substances 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000010223 real-time analysis Methods 0.000 description 1
- 238000010206 sensitivity analysis Methods 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Traffic Control Systems (AREA)
Abstract
Description
Claims (6)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410710551.7A CN104376716B (en) | 2014-11-28 | 2014-11-28 | Method for dynamically generating bus timetables on basis of Bayesian network models |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410710551.7A CN104376716B (en) | 2014-11-28 | 2014-11-28 | Method for dynamically generating bus timetables on basis of Bayesian network models |
Publications (2)
Publication Number | Publication Date |
---|---|
CN104376716A true CN104376716A (en) | 2015-02-25 |
CN104376716B CN104376716B (en) | 2017-01-11 |
Family
ID=52555600
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410710551.7A Active CN104376716B (en) | 2014-11-28 | 2014-11-28 | Method for dynamically generating bus timetables on basis of Bayesian network models |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104376716B (en) |
Cited By (15)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104866925A (en) * | 2015-05-27 | 2015-08-26 | 上海工程技术大学 | Train timetable optimization method based on ATS adjusting function |
CN105654199A (en) * | 2015-12-30 | 2016-06-08 | 山东大学 | Bus line passenger flow prediction method |
CN105808877A (en) * | 2016-03-21 | 2016-07-27 | 南通大学 | Station stopping ability-based public transit network layout method |
CN106448233A (en) * | 2016-08-19 | 2017-02-22 | 大连理工大学 | Big data based bus route time table collaborative optimization method |
CN107403254A (en) * | 2017-06-29 | 2017-11-28 | 中兴软创科技股份有限公司 | Transport power arrangement method based on transport node passenger flow estimation |
CN107622300A (en) * | 2017-08-09 | 2018-01-23 | 北京光年无限科技有限公司 | The cognitive Decision method and system of multi-modal virtual robot |
CN108109061A (en) * | 2018-02-08 | 2018-06-01 | 上海业创信息科技有限公司 | Online vehicle dispatch system and method |
CN108538072A (en) * | 2018-04-17 | 2018-09-14 | 重庆交通开投科技发展有限公司 | A kind of determination is dispatched a car the method and apparatus of strategy |
CN108806249A (en) * | 2018-06-07 | 2018-11-13 | 上海市城市建设设计研究总院(集团)有限公司 | Public transport APP softwares based on passenger's trip experience |
CN109584600A (en) * | 2018-12-21 | 2019-04-05 | 南通大学 | The automation control method of table reliability at the time of applied to unmanned bus |
CN109752019A (en) * | 2019-02-26 | 2019-05-14 | 西安工程大学 | Optimum transportation route planing method based on Bayesian network |
CN112862398A (en) * | 2021-02-08 | 2021-05-28 | 北京顺达同行科技有限公司 | Logistics distribution adjusting method and device and computer readable storage medium |
CN113077641A (en) * | 2021-03-24 | 2021-07-06 | 中南大学 | Decision mapping method and device for bus on-the-way control and storage medium |
JP2022527429A (en) * | 2019-02-07 | 2022-06-02 | ボルボトラックコーポレーション | How and system to operate a vehicle fleet |
CN116993131A (en) * | 2023-09-27 | 2023-11-03 | 深圳市海成智联科技有限公司 | Optimization method and system based on public transport line management |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0923061A1 (en) * | 1997-12-12 | 1999-06-16 | Precimation AG | Method and device for automatically displaying the probable waiting time until the arrival of the next vehicle at public transport stops |
CN102157075A (en) * | 2011-03-15 | 2011-08-17 | 上海交通大学 | Method for predicting bus arrivals |
CN104157132A (en) * | 2014-08-18 | 2014-11-19 | 东南大学 | Self-adaptive dynamic optimization method for bus dispatching timetable |
-
2014
- 2014-11-28 CN CN201410710551.7A patent/CN104376716B/en active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0923061A1 (en) * | 1997-12-12 | 1999-06-16 | Precimation AG | Method and device for automatically displaying the probable waiting time until the arrival of the next vehicle at public transport stops |
CN102157075A (en) * | 2011-03-15 | 2011-08-17 | 上海交通大学 | Method for predicting bus arrivals |
CN104157132A (en) * | 2014-08-18 | 2014-11-19 | 东南大学 | Self-adaptive dynamic optimization method for bus dispatching timetable |
Non-Patent Citations (2)
Title |
---|
杨菊花,刘林忠,陈光武: "基于动态贝叶斯网络的快速公交运营效果评价", 《兰州交通大学学报》 * |
王建,邓卫: "基于贝叶斯网络组合模型的公交驻站时间预测", 《城市交通》 * |
Cited By (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104866925A (en) * | 2015-05-27 | 2015-08-26 | 上海工程技术大学 | Train timetable optimization method based on ATS adjusting function |
CN104866925B (en) * | 2015-05-27 | 2018-04-20 | 上海工程技术大学 | A kind of time-table optimization method based on ATS adjustment functions |
CN105654199A (en) * | 2015-12-30 | 2016-06-08 | 山东大学 | Bus line passenger flow prediction method |
CN105808877B (en) * | 2016-03-21 | 2019-03-19 | 南通大学 | A kind of public transport network distribution method based on website accumulative capacity |
CN105808877A (en) * | 2016-03-21 | 2016-07-27 | 南通大学 | Station stopping ability-based public transit network layout method |
CN106448233A (en) * | 2016-08-19 | 2017-02-22 | 大连理工大学 | Big data based bus route time table collaborative optimization method |
CN106448233B (en) * | 2016-08-19 | 2017-12-05 | 大连理工大学 | Public bus network timetable cooperative optimization method based on big data |
WO2018032808A1 (en) * | 2016-08-19 | 2018-02-22 | 大连理工大学 | Big data based bus line schedule collaborative optimization method |
CN107403254A (en) * | 2017-06-29 | 2017-11-28 | 中兴软创科技股份有限公司 | Transport power arrangement method based on transport node passenger flow estimation |
CN107403254B (en) * | 2017-06-29 | 2022-03-22 | 浩鲸云计算科技股份有限公司 | Transportation capacity arrangement method based on traffic node passenger flow prediction |
CN107622300A (en) * | 2017-08-09 | 2018-01-23 | 北京光年无限科技有限公司 | The cognitive Decision method and system of multi-modal virtual robot |
CN108109061A (en) * | 2018-02-08 | 2018-06-01 | 上海业创信息科技有限公司 | Online vehicle dispatch system and method |
CN108538072A (en) * | 2018-04-17 | 2018-09-14 | 重庆交通开投科技发展有限公司 | A kind of determination is dispatched a car the method and apparatus of strategy |
CN108538072B (en) * | 2018-04-17 | 2020-06-26 | 重庆交通开投科技发展有限公司 | Method and device for determining departure strategy |
CN108806249B (en) * | 2018-06-07 | 2021-06-11 | 上海市城市建设设计研究总院(集团)有限公司 | Passenger trip optimization method based on bus APP software |
CN108806249A (en) * | 2018-06-07 | 2018-11-13 | 上海市城市建设设计研究总院(集团)有限公司 | Public transport APP softwares based on passenger's trip experience |
CN109584600A (en) * | 2018-12-21 | 2019-04-05 | 南通大学 | The automation control method of table reliability at the time of applied to unmanned bus |
JP2022527429A (en) * | 2019-02-07 | 2022-06-02 | ボルボトラックコーポレーション | How and system to operate a vehicle fleet |
CN109752019A (en) * | 2019-02-26 | 2019-05-14 | 西安工程大学 | Optimum transportation route planing method based on Bayesian network |
CN112862398A (en) * | 2021-02-08 | 2021-05-28 | 北京顺达同行科技有限公司 | Logistics distribution adjusting method and device and computer readable storage medium |
CN112862398B (en) * | 2021-02-08 | 2024-01-26 | 北京顺达同行科技有限公司 | Logistics distribution adjustment method and device and computer readable storage medium |
CN113077641A (en) * | 2021-03-24 | 2021-07-06 | 中南大学 | Decision mapping method and device for bus on-the-way control and storage medium |
CN113077641B (en) * | 2021-03-24 | 2022-06-14 | 中南大学 | Decision mapping method and device for bus on-the-way control and storage medium |
CN116993131A (en) * | 2023-09-27 | 2023-11-03 | 深圳市海成智联科技有限公司 | Optimization method and system based on public transport line management |
CN116993131B (en) * | 2023-09-27 | 2024-01-02 | 深圳市海成智联科技有限公司 | Optimization method and system based on public transport line management |
Also Published As
Publication number | Publication date |
---|---|
CN104376716B (en) | 2017-01-11 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104376716B (en) | Method for dynamically generating bus timetables on basis of Bayesian network models | |
CN104298881A (en) | Bayesian network model based public transit environment dynamic change forecasting method | |
Fernando et al. | Forecasting PM10 in metropolitan areas: Efficacy of neural networks | |
Vlahogianni et al. | Testing and comparing neural network and statistical approaches for predicting transportation time series | |
Miller et al. | Mining traffic incidents to forecast impact | |
Zhang et al. | Interval type-2 fuzzy TOPSIS approach with utility theory for subway station operational risk evaluation | |
CN102136190A (en) | Dispatching management system and method for event emergency response of urban bus passenger transport | |
Minglei et al. | Classified real-time flood forecasting by coupling fuzzy clustering and neural network | |
Dimitriou et al. | Fuzzy modeling of freeway accident duration with rainfall and traffic flow interactions | |
Yasmin et al. | Assessment of spatial transferability of an activity-based model, TASHA | |
CN104077483A (en) | Determining method of overall influence degrees of failure modes and failure causes of urban rail vehicle components | |
Aqib et al. | In-memory deep learning computations on GPUs for prediction of road traffic incidents using big data fusion | |
Jiang et al. | Transportation system evaluation model based on DEA | |
CN106327867A (en) | Bus punctuality prediction method based on GPS data | |
JABBAR et al. | Predictive intelligence: A neural network learning system for traffic condition prediction and monitoring on freeways | |
Zhang et al. | Evaluation of emergency evacuation capacity of urban metro stations based on combined weights and TOPSIS-GRA method in intuitive fuzzy environment | |
CN113642162B (en) | Urban road traffic emergency plan simulation comprehensive analysis method | |
Wang et al. | An Ensemble Learning Model for Short‐Term Passenger Flow Prediction | |
Liu et al. | Understanding urban bus travel time: Statistical analysis and a deep learning prediction | |
Guan et al. | Traffic incident duration prediction based on artificial neural network | |
Chen et al. | Enhancing travel time prediction with deep learning on chronological and retrospective time order information of big traffic data | |
CN113837473A (en) | Charging equipment fault rate analysis system and method based on BP neural network | |
Zhu et al. | System vulnerability to flood events and risk assessment of railway systems based on national and river basin scales in China | |
CN114331019A (en) | Urban traffic safety risk real-time assessment method and device based on risk factor | |
Elsayed et al. | Traffic assignment model for sustainable transportation planning of cities-An overview |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant | ||
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20190926 Address after: 200135 Shanghai City, Pudong New Area Chinese (Shanghai) free trade zone fanchun Road No. 400 Building 1 layer 3 Patentee after: Shanghai set up Mdt InfoTech Ltd Address before: 226000 Jiangsu Province, Nantong City Chongchuan District sik Road No. 9 Patentee before: Nantong University |
|
TR01 | Transfer of patent right |
Effective date of registration: 20191115 Address after: Room 302, No. 8319, Yanshan Road, Bengbu City, Anhui Province Patentee after: Bengbu Lichao Information Technology Co., Ltd Address before: 200135 Shanghai City, Pudong New Area Chinese (Shanghai) free trade zone fanchun Road No. 400 Building 1 layer 3 Patentee before: Shanghai set up Mdt InfoTech Ltd |
|
TR01 | Transfer of patent right | ||
TR01 | Transfer of patent right |
Effective date of registration: 20191219 Address after: 311201 Building 1, Purple Orange International Innovation Center, No.39, Jincheng Road, Chengxiang street, Xiaoshan District, Hangzhou City, Zhejiang Province Patentee after: Datang communication (Zhejiang) Technology Co., Ltd Address before: Room 302, No. 8319, Yanshan Road, Bengbu City, Anhui Province Patentee before: Bengbu Lichao Information Technology Co., Ltd |
|
TR01 | Transfer of patent right | ||
CP03 | Change of name, title or address |
Address after: 311200 room 330, 3F, Yuesheng International Center, ningwei street, Xiaoshan District, Hangzhou City, Zhejiang Province Patentee after: Xintang Xintong (Zhejiang) Technology Co.,Ltd. Address before: 311201 Building 1, Zicheng International Innovation Center, 39 Jincheng Road, Chengxiang street, Xiaoshan District, Hangzhou City, Zhejiang Province Patentee before: Datang communication (Zhejiang) Technology Co.,Ltd. |
|
CP03 | Change of name, title or address |