Representation of a vehicular traffic model using hybrid systems

03/29/2021
by   Miguel Andres Velasquez, et al.
0

There is a great diversity of formal models to understand the dynamics of transport and vehicular flow on a road. Many of these models are inspired by the dynamics of flows governed by partial differential equations. However, it is possible to simplify these models to ordinary equations by considering constant variations in some of the input variables in this type of models. However, given that these types of systems present discrete changes when the vehicle density is altered in some sections of the lane, it seems reasonable to make use of hybrid systems to better understand the evolution of these dynamics. In this work we are interested in making use of dynamic differential logic to formally verify one of these models proposed in ordinary equations. This verification will be done through a proof assistant specially designed for hybrid systems called KeYmaera. Once we adapt the model to a hybrid system representation we proceed to use KeYmaera to verify that the proposed model is formally correct.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
01/15/2021

Switched Systems as Hybrid Programs

Real world systems of interest often feature interactions between discre...
research
10/31/2022

HHLPy: Practical Verification of Hybrid Systems using Hoare Logic

We present a tool for verification of hybrid systems expressed in the se...
research
12/12/2019

Evaluation of NO_x emissions and ozone production due to vehicular traffic via second-order models

The societal impact of traffic is a long-standing and complex problem. W...
research
03/27/2023

A Generalized Hybrid Hoare Logic

Deductive verification of hybrid systems (HSs) increasingly attracts mor...
research
10/28/2020

Specification description and verification of multitask hybrid systems in the OTS/CafeOBJ method

To develop IoT and/or CSP systems, we need consider both continuous data...
research
04/18/2019

Sensitivity Analysis for Hybrid Systems and Systems with Memory

We present an adjoint sensitivity method for hybrid discrete -- continuo...
research
02/08/2022

Robust Hybrid Learning With Expert Augmentation

Hybrid modelling reduces the misspecification of expert models by combin...

Please sign up or login with your details

Forgot password? Click here to reset