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MathematicsVolume 12, Issue 7, April 2024, Article number 976

A Novel Data-Envelopment Analysis Interval-Valued Fuzzy-Rough-Number Multi-Criteria Decision-Making (DEA-IFRN MCDM) Model for Determining the Efficiency of Road Sections Based on Headway Analysis(Article)(Open Access)

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  • aFaculty of Applied Sciences Niš, University Business Academy in Novi Sad, Dušana Popovića 22a, Niš, 18000, Serbia
  • bFaculty of Technical Sciences, University of Novi Sad, Trg Dositeja Obradovića 6, 21000 Novi Sad, Serbia
  • cFaculty of Technical Sciences “Mihajlo Pupin” Zrenjanin, University of Novi Sad, Djure Djakovica bb, Zrenjanin, 23101, Serbia
  • dSustainable Transportation Research Group, School of Engineering, University of Kwazulu Natal, Civil Engineering, Durban, 4041, South Africa
  • eFaculty of Transport and Traffic Engineering, University of East Sarajevo, Vojvode Mišića 52, Doboj, 74000, Bosnia and Herzegovina
  • fCollege of Engineering, Korea University, 145 Anam-Ro, Seongbuk-gu, Seoul, 02841, South Korea

Abstract

The capacity of transport infrastructure is one of the very important tasks in transport engineering, which depends mostly on the geometric characteristics of road and headway analysis. In this paper, we have considered 14 road sections and determined their efficiency based on headway analysis. We have developed a novel interval fuzzy-rough-number decision-making model consisting of DEA (data envelopment analysis), IFRN SWARA (interval-valued fuzzy-rough-number stepwise weight-assessment-ratio analysis), and IFRN WASPAS (interval-valued fuzzy-rough-number weighted-aggregate sum–product assessment) methods. The main contribution of this study is a new extension of WASPAS method with interval fuzzy rough numbers. Firstly, the DEA model was applied to determine the efficiency of 14 road sections according to seven input–output parameters. Seven out of the fourteen alternatives showed full efficiency and were implemented further in the model. After that, the IFRN SWARA method was used for the calculation of the final weights, while IFRN WASPAS was applied for ranking seven of the road sections. The results show that two sections are very similar and have almost equal efficiency, while the other results are very stable. According to the results obtained, the best-ranked is a measuring segment of the Ivanjska–Šargovac section, with a road gradient = −5.5%, which has low deviating values of headways according to the measurement classes from PC-PC to AT-PC, which shows balanced and continuous traffic flow. Finally, verification tests such as changing the criteria weights, comparative analysis, changing the λ parameter, and reverse rank analysis have been performed. © 2024 by the authors.

Author keywords

DEAheadwayIFRN SWARAIFRN WASPASroad traffic

Funding details

Funding sponsor Funding number Acronym
Ministry of Scientific and Technological Development, Higher Education and Information Society
451-03-65/2024-03/200156
01-3394/1
  • 1

    The paper is part of the research conducted within Project No. 19.032/961-39/23 \u201CInvestigation of time headway in models of efficiency and safety analysis of two-lane roads\u201D supported by the Ministry of Scientific and Technological Development and Higher Education of the Republic of Srpska.

  • 2

    This research has been supported by the Ministry of Science, Technological Development and Innovation (Contract No. 451-03-65/2024-03/200156) and the Faculty of Technical Sciences, University of Novi Sad through project \u201CScientific and Artistic Research Work of Researchers in Teaching and Associate Positions at the Faculty of Technical Sciences, University of Novi Sad\u201D (No. 01-3394/1).

  • ISSN: 22277390
  • Source Type: Journal
  • Original language: English
  • DOI: 10.3390/math12070976
  • Document Type: Article
  • Publisher: Multidisciplinary Digital Publishing Institute (MDPI)

  Stević, Ž.; College of Engineering, Korea University, 145 Anam-Ro, Seongbuk-gu, Seoul, South Korea;
© Copyright 2024 Elsevier B.V., All rights reserved.

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