Research on car-following model based on molecular dynamics

نویسندگان

چکیده

The car-following model has always been a research hot spot in the field of traffic flow theory. Modeling behavior can quantify longitudinal interaction between cars, thereby understanding characteristics flow, and revealing inherent mechanisms congestion other phenomena. In fact, there is an asymmetry problem driver’s acceleration deceleration operation. existing ignores difference cars. To solve this problem, cars driving on road are compared to molecules with interactions. Based molecular potential function wall function, we construct model. We use NGSIM data set calibrate parameters through genetic algorithm. Finally, analyze evolution rule disturbance different states help time-space diagram, compare classical optimal velocity results show that better describe from micro level.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

mortality forecasting based on lee-carter model

over the past decades a number of approaches have been applied for forecasting mortality. in 1992, a new method for long-run forecast of the level and age pattern of mortality was published by lee and carter. this method was welcomed by many authors so it was extended through a wider class of generalized, parametric and nonlinear model. this model represents one of the most influential recent d...

15 صفحه اول

Car-following model based on fuzzy neural networks

The car-following model is a basic model of microscopic traffic simulation. The complexity of car-following behavior is suggested by a large number of factors that influence car-following behavior. Moreover, as shown repeatedly in laboratory studies of human performance, humans are very adaptable and will develop new strategies for new situations. Meanwhile, human performance and the informatio...

متن کامل

Prediction of Car Following Behavior Based on the Instantaneous Reaction Time using an ANFIS-CART Based Model

Car-following models are among the most important components of micro traffic flow simulation which is studiedby transportation experts to evaluate new applications of intelligent transportation systems. Until now, several carfollowingmodels have been proposed. An obvious disadvantage of the former models is the great number of parameterswhich are difficult to calibrate. In th...

متن کامل

Car-Following Models based on Driving Strategies

The models introduced in this chapter are derived from assumptions about real driving behavior such as keeping a “safe distance” from the leading vehicle, driving at a desired speed, or preferring accelerations to be within a comfortable range. Additionally, kinematical aspects are taken into account, such as the quadratic relation between braking distance and speed. We introduce two examples: ...

متن کامل

A New Model of Car Following Behavior Based on Lane Change Effects Using Anticipation and Evaluation Idea

This paper aims to investigate a new and intricate behavior of immediate follower during the lane change of leader vehicle. Accordingly, the mentioned situation is a transient state in car following behavior during which the follower vehicle considerably deviates from conventional car following models for a limited time, which is a complex state including lateral and longitudinal movement simul...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Advances in Mechanical Engineering

سال: 2021

ISSN: ['1687-8132', '1687-8140']

DOI: https://doi.org/10.1177/1687814021993003