Neural Network Simulation-Based Research on Highway Safety Evaluation

被引：0

作者：

Cheng Jia ^{[1
]}

Guo Hongxia ^{[2
]}

Li Qingyao ^{[3
]}

Du Wen ^{[1
]}

机构：

[1] South West Jiaotong Univ, Coll Traff & Transportat, Chengdu, Peoples R China

[2] Guangxi Univ, Technol Automot Engn Dept, Nanjing, Jiangsu, Peoples R China

[3] Liuzhou Commun Bur, Liuzhou, Guanxi, Peoples R China

来源：

INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 1, PROCEEDINGS | 2008年

关键词：

D O I：

10.1109/ICICTA.2008.198

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With highway traffic of China developing faster and faster, safety problems are gradually becoming more and more obvious. Such problems are big threat to both people's lives and their property. Some safety researches have been done by Predecessors. Based on these researches, this article is to employ a highway safety evaluation system made of running velocity. By using the BP neural network algorithm in MATLAB software, simulations were made to evaluate the linearity of a certain highway. And the results come out at last to prove that the method contains a certain applicable value.

引用

页码：209 / +

页数：2

共 50 条

[21] Framework of simulation-based vehicle safety performance assessment of highway system under hazardous driving conditions
Hou, Guangyang
Chen, Suren
Chen, Feng
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 105 : 23 - 36
[22] Road safety Evaluation based on artificial neural network
Li, Gong
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCES, MACHINERY, MATERIALS AND ENERGY (ICISMME 2015), 2015, 126 : 680 - 683
[23] Research on economic growth simulation based on neural network
Feng, YQ
Lei, Y
Li, YJ
PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II, 2001, : 30 - 34
[24] The future of simulation-based medical education: Adaptive simulation utilizing a deep multitask neural network
Ruberto, Aaron J.
Rodenburg, Dirk
Ross, Kyle
Sarkar, Pritam
Hungler, Paul C.
Etemad, Ali
Howes, Daniel
Clarke, Daniel
McLellan, James
Wilson, Daryl
Szulewski, Adam
AEM EDUCATION AND TRAINING, 2021, 5 (03)
[25] Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis
Nehler, Kai Jannik
Schultze, Martin
MULTIVARIATE BEHAVIORAL RESEARCH, 2024, 59 (03) : 461 - 481
[26] Simulation-based evaluation of energy efficiency for millimeter-wave network
Suzuyama, Taku
Ohue, Hiroshi
Imaizumi, Satoshi
Shimizu, Noriyuki
Asanuma, Tsutomu
Asano, Hiroaki
IEICE COMMUNICATIONS EXPRESS, 2022, 11 (12): : 823 - 828
[27] A SIMULATION-BASED EVALUATION FOR A STRATEGIC RESIDENTIAL WASTEWATER NETWORK MASTER PLAN
Aleisa, Esra
Alkassar, Osama
Al-Jadi, Abrar
Al-Sabah, Sarah
Hishmi, Rana Mahmoud
PROCEEDINGS OF THE 2011 WINTER SIMULATION CONFERENCE (WSC), 2011, : 953 - 962
[28] Equity evaluation research on highway network scale based on the concept of equivalent
Liang, Guo-Hua
Liu, Zhan-Liang
Lu, Yang
Yang, Jun
Yi, Zi-Ge
Li, Gao-Feng
Chang'an Daxue Xuebao (Ziran Kexue Ban)/Journal of Chang'an University (Natural Science Edition), 2015, 35 (04): : 95 - 102
[29] Comprehensive Evaluation & Research on Development of the Highway Network Based on DEA Theory
Li, Li
Wan, Jie
2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 245 - 249
[30] Prediction Research of Highway Traveling Passenger Volume Based on Wavelet Neural Network
Li, Tinggui
Wang, Li
FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY III, PTS 1-3, 2013, 401 : 1401 - 1405

← 1 2 3 4 5 →