A hybrid method for short-term traffic congestion forecasting using genetic algorithms and cross entropy

P Lopez-Garcia, E Onieva, E Osaba… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
This paper presents a method of optimizing the elements of a hierarchy of fuzzy-rule-based
systems (FRBSs). It is a hybridization of a genetic algorithm (GA) and the cross-entropy (CE) …

Taxi booking mobile app order demand prediction based on short-term traffic forecasting

Y Li, J Lu, L Zhang, Y Zhao - Transportation Research …, 2017 - journals.sagepub.com
The Didi Dache app is China's biggest taxi booking mobile app and is popular in cities.
Unsurprisingly, short-term traffic demand forecasting is critical to enabling Didi Dache to …

Intelligent traffic flow prediction and analysis based on internet of things and big data

B Liu, T Zhang, W Hu - Computational intelligence and …, 2022 - Wiley Online Library
Nowadays, the problem of road traffic safety cannot be ignored. Almost all major cities have
problems such as poor traffic environment and low road efficiency. Large‐scale and long …

A novel linear antenna synthesis for linear dispersion codes based on an innovative HYBRID genetic algorithm

J Wang, Z Ye, T M. Sanders, B Li, N Zou - Symmetry, 2019 - mdpi.com
As far as taking-away of the symmetry constraints is concerned, as a scientifically symmetry
problem, the global synthesis for antenna arrays that produce the desired radiation pattern is …

Congestion prediction of urban traffic employing SRBDP

P Jiang, L Liu, L Cui, H Li, Y Shi - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Traffic congestion in the urban area has become a serious social problem. In order to
alleviate congestion and reduce economic costs, it is important to predict the current and …

Urban traffic flow forecast based on dual path network

H Li, X Liu, Y Kang, Y Zhang, R Bu - Journal of Physics …, 2020 - iopscience.iop.org
Traffic flow prediction is very important for city construction. Time and space factors have a
great impact on traffic flow, Traditional traffic prediction methods can only capture temporal …

S-MANAGE protocol for software-defined IoT

TMC Nguyen, DB Hoang - 2018 28th International …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) has started to make a real impact with many IoT-based services
in agriculture, smart farming, smart cities, personal health, and critical infrastructures …

A stochastic formulation of the optimal boundary control problem involving the lighthill whitham richards model

H Liu, C Claudel, RB Machemehl - IFAC-PapersOnLine, 2018 - Elsevier
It has been previously shown that the traffic control problem can be formulated as a Linear
Programming (LP) problem when the corresponding initial conditions are fixed while they …

Urban traffic flow forecast based on ST-SEResNet

Y Kang, H Li, R Niu, Y Yuan, X Liu - … , ICAIS 2019, New York, NY, USA, July …, 2019 - Springer
Traffic flow forecasting is important for urban planning and road network recommendation.
Traffic flow is affected by time and space which makes the traffic forecasting difficult, so traffic …

Macroscopic traffic flow: a modeling and simulation study considering impedance characteristics.

J Ma, LY Zhang, LX Yan - Advances in Transportation …, 2019 - search.ebscohost.com
The paper studies macroscopic traffic flow modeling and its verification analysis of urban
expressway main line and its ramp. Firstly, the paper compares the Isotropic dynamic …