A user equilibrium traffic assignment model based on the most reliable paths

In some situations, drivers prefer to select the most reliable paths (MRP). In the minimum-delay routing problem in communication networks, signals need to be transmitted on the MRPs. Since a minimum cost path may not be an MRP, the traditional minimum cost path based user equilibrium does not apply to such scenarios. Therefore, the study of the connectivity reliability based user equilibrium (RUE) model which is based on the MRPs is needed. Unfortunately, none of the previous studies ever covered the RUE based on the MRPs. In this paper, a RUE variational inequality (VI) model based on the MRPs is presented. The path reliability is the multiplication of the reliability of the links on the path. A heuristic algorithm is presented to solve the VI model. A multiplication-based algorithm is used to find the MRP in the solution process. The model and algorithm are applied to two networks and their validity is shown. The method presented in this paper is useful for the emergency evacuation on transportation networks or the minimum-delay routing problem in communication networks.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-06-16
DOI
https://doi.org/10.1038/s41598-026-58035-7
Primary Topic
Transportation Planning and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A user equilibrium traffic assignment model based on the most reliable paths

Tianze Xu, Yuhan Mao, Yanyan Liu
Scientific Reports
Transportation Planning and Optimization
article

A user equilibrium traffic assignment model based on the most reliable paths

Tianze Xu, Yuhan Mao, Yanyan Liu
article en

Abstract

In some situations, drivers prefer to select the most reliable paths (MRP). In the minimum-delay routing problem in communication networks, signals need to be transmitted on the MRPs. Since a minimum cost path may not be an MRP, the traditional minimum cost path based user equilibrium does not apply to such scenarios. Therefore, the study of the connectivity reliability based user equilibrium (RUE) model which is based on the MRPs is needed. Unfortunately, none of the previous studies ever covered the RUE based on the MRPs. In this paper, a RUE variational inequality (VI) model based on the MRPs is presented. The path reliability is the multiplication of the reliability of the links on the path. A heuristic algorithm is presented to solve the VI model. A multiplication-based algorithm is used to find the MRP in the solution process. The model and algorithm are applied to two networks and their validity is shown. The method presented in this paper is useful for the emergency evacuation on transportation networks or the minimum-delay routing problem in communication networks.

Scientific Reports
Pingdingshan University (CN), Shanghai University of Sport (CN), Henan University of Urban Construction (CN)
Openalex Percentile: Top 5%
Transportation Planning and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.