• Home
  • Search
  • Orientations and matrix function-based centralities in multiplex network analysis of urban public transport
  • Cite Icon16
  • https://doi.org/10.1007/s41109-021-00429-9Copy DOI Icon

Orientations and matrix function-based centralities in multiplex network analysis of urban public transport

Show More
  • Abstract
  • Highlights & Summary
  • PDF
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

We study urban public transport systems by means of multiplex networks in which stops are represented as nodes and each line is represented by a layer. We determine and visualize public transport network orientations and compare them with street network orientations of the 36 largest German as well as 18 selected major European cities. We find that German urban public transport networks are mainly oriented in a direction close to the cardinal east-west axis, which usually coincides with one of two orthogonal preferential directions of the corresponding street network. While this behavior is present in only a subset of the considered European cities it remains true that none but one considered public transport network has a distinct north-south-like preferential orientation. Furthermore, we study the applicability of the class of matrix function-based centrality measures, which has recently been generalized from single-layer networks to layer-coupled multiplex networks, to our more general urban multiplex framework. Numerical experiments based on highly efficient and scalable methods from numerical linear algebra show promising results, which are in line with previous studies. The centrality measures allow detailed insights into geometrical properties of urban systems such as the spatial distribution of major transport axes, which can not be inferred from orientation plots. We comment on advantages over existing methodology, elaborate on the comparison of different measures and weight models, and present detailed hyper-parameter studies. All results are illustrated by demonstrative graphical representations.

Loading PDF

Similar Papers
  • Research Article
  • Citations6

Analysis of Topological Properties and Robustness of Urban Public Transport Networks

  • Jul 30, 2024
  • Sustainability
  • Yifeng Xiao +2
  • Research Article

Comparative analysis of the optimal route recommendation models based on city public transportation network data

  • Jul 02, 2024
  • Problems of Information Society
  • Resmiye Nasiboglu +3
  • PDF
  • Research Article
  • Citations2

Spatial Pattern and Hotspots of Urban Rail Public Transport to Public Access Using Geospatial Techniques in Selangor, Malaysia

  • Jan 06, 2021
  • Malaysian Journal of Social Sciences and Humanities (MJSSH)
  • Mohd Sahrul Syukri Bin Yahya +2
  • Conference Article
  • Citations2

Least time path planning under urban timetabled public transport using A∗ Algorithm

  • May 01, 2013
  • Yu Zhang +2
  • Conference Article

A Optimum Model on Urban Public Traffic Line Network for Medium City

  • Jan 01, 2012
  • Jing Zhao +1
  • Research Article
  • Citations1

Feeder Bus Reformation for an Urban Rail Project: The Case of Khon Kaen City, Thailand

  • Sep 12, 2022
  • Journal of Regional and City Planning
  • Wantana Prapaporn
  • Research Article
  • Citations61

Light rail in urban regions: what Dutch policymakers could learn from experiences in France, Germany and Japan

  • Aug 29, 2001
  • Journal of Transport Geography
  • Hugo Priemus +1
  • Book Chapter
  • Citations1

Evolutionary Algorithm with Geographic Heuristics for Urban Public Transportation

  • Jan 01, 2013
  • Jolanta Koszelew +1
  • Research Article
  • Citations1

Comparative Study of Formal Public Transport Network and Informal Public Transport Network of Nagpur, India

  • Sep 01, 2019
  • IOP Conference Series: Materials Science and Engineering
  • Rajesh A Sawarkar +1
  • Research Article
  • Citations9

Level-Based Approach to Public Transport Network Planning

  • Jan 01, 2015
  • Transportation Research Record: Journal of the Transportation Research Board
  • Hermann Orth +2
  • Research Article
  • Citations4

Evaluation of public transport policy formulation and implementation: Case study of 24 mid-sized Nordic cities

  • Jan 01, 2020
  • Transportation Research Procedia
  • Christoffer Weckström +1
  • Book Chapter
  • Citations9

Proposal of a Technological Ergonomic Model for People with Disabilities in the Public Transport System in Guayaquil

  • Jun 13, 2019
  • Bryan Alfonso Colorado Pástor +3
  • PDF
  • Research Article
  • Citations1

Solutions to Improve Person Transport System in the Pitesti City by Analyzing Public Transport vs. Private Transport

  • Oct 01, 2017
  • IOP Conference Series: Materials Science and Engineering
  • Istrate Mihaela +3
  • PDF
  • Research Article
  • Citations143

Elevating access: Comparing accessibility to jobs by public transport for individuals with and without a physical disability

  • Mar 07, 2018
  • Transportation Research Part A: Policy and Practice
  • Emily Grisé +3
  • Research Article
  • Citations13

Performance Comparison between the Multi-Colony and Multi-Pheromone ACO Algorithms for Solving the Multi-objective Routing Problem in a Public Transportation Network

  • Aug 25, 2015
  • Journal of Navigation
  • Hamed Faroqi +1
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.