Analysis of Hybrid MCDM Methods for the Performance Assessment and Ranking Public Transport Sector: A Case Study

被引:12
|
作者
Goyal, Swati [1 ]
Agarwal, Shivi [1 ]
Singh, Narinderjit Singh Sawaran [2 ]
Mathur, Trilok [1 ]
Mathur, Nirbhay [3 ]
机构
[1] BITS Pilani, Dept Math, Pilani Campus, Pilani 333031, Rajasthan, India
[2] INTI Int Univ, Fac Data Sci & Informat Technol, Persiaran Perdana BBN, Nilai 71800, Negeri Sembilan, Malaysia
[3] Univ Teknol Petronas, Dept Elect & Elect, Seri Iskandar 32610, Perak, Malaysia
关键词
fuzzy set theory; multi-criteria decision making (MCDM) techniques; Delphi method (DM); analytic hierarchy process (AHP); public transport sector; MULTICRITERIA APPROACH; MATERIAL SELECTION; DELPHI METHOD; FUZZY; AHP; QUALITY; SYSTEMS; ENERGY;
D O I
10.3390/su142215110
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The quality of the public transport sector affects the economy and the daily livelihoods of passengers. One of the most important objectives of policymakers is to choose the influencing criteria for performance evaluations. A variety of factors are crucial for raising the standards of public transportation services. In this investigation, we used a decision-based model with uncertainty in order to identify significant criteria in the public transport sector. We also performed a comparative analysis to rank the Rajasthan State Road Transport Corporation (RSRTC) bus depots based on their performance using hybrid multi-criteria decision-making (MCDM) techniques such as TOPSIS, VIKOR, and ELECTRE. To handle judgement ambiguities, in this work we incorporated the Delphi method (DM) and the analytic hierarchy process (AHP), along with fuzzy set theory. The fuzzy Delphi method was used to filter the important criteria. Using a fuzzy AHP approach, the screening criterion weights and rankings were determined. Furthermore, the bus depots were ranked using TOPSIS, VIKOR, and ELECTRE. Our findings can be applied in assisting policy-managers in formulating appropriate policies targeted at improving the overall health and competitiveness of bus depots using significant criteria and associated key indicators. In this study we investigated performance measures and proposed recommendations for the sustainable development of transportation in India.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Quality of Public Services Case Study: Local Public Transport Service (II)
    Iancu, Alexandra
    QUALITY-ACCESS TO SUCCESS, 2013, 14 (135): : 86 - 90
  • [42] A Hybrid MCDM Method Using Combination Weight for the Selection of Facility Layout in the Manufacturing System: A Case Study
    Zha, Shanshan
    Guo, Yu
    Huang, Shaohua
    Wang, Shengbo
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [43] Quality of Public Services Case Study:: Local Public Transport Service (I)
    Iancu, Alexandra
    QUALITY-ACCESS TO SUCCESS, 2013, 14 (134): : 88 - 95
  • [44] Integrating sustainability analysis with sectoral exergy analysis: A case study of rural residential sector of Bangladesh
    Chowdhury, Hemal
    Chowdhury, Tamal
    Chowdhury, Piyal
    Islam, Monirul
    Saidur, R.
    Sait, Sadiq M.
    ENERGY AND BUILDINGS, 2019, 202
  • [45] Does the public sector respond to private competition? An analysis of privatization and prison performance
    Burkhardt, Brett C.
    JOURNAL OF CRIME & JUSTICE, 2019, 42 (02) : 201 - 220
  • [46] Sustainability performance assessment of Tunisian public transport companies: AHP and ANP approaches
    Daimi, Sarra
    Rebai, Sonia
    SOCIO-ECONOMIC PLANNING SCIENCES, 2023, 89
  • [47] Evaluation of Urban Complex Utilization Based on AHP and MCDM Analysis: A Case Study of China
    Lu, Wenxi
    Zhang, Lei
    Liu, Yuqian
    BUILDINGS, 2024, 14 (07)
  • [48] Fare revenue forecast in public transport: A comparative case study
    Krembsler, Jonas
    Spiegelberg, Sandra
    Hasenfelder, Richard
    Kaempf, Nicki Lena
    Winter, Thomas
    Winter, Nicola
    Knappe, Robert
    RESEARCH IN TRANSPORTATION ECONOMICS, 2024, 105
  • [49] PERCEIVED SATISFACTION WITH PUBLIC TRANSPORT SERVICE: CASE STUDY OF GRAS
    Tandir, Natasa
    Tandir, Haris
    INTERNATIONAL CONFERENCE ON ECONOMIC AND SOCIAL STUDIES (ICESOS'16): REGIONAL ECONOMIC DEVELOPMENT: ENTREPNEURSHIP AND INNOVATION, 2016, : 311 - 321
  • [50] Public-sector reforms and balanced scorecard adoption: an Ethiopian case study
    Bobe, Belete Jember
    Mihret, Dessalegn Getie
    Obo, Degefe Duressa
    ACCOUNTING AUDITING & ACCOUNTABILITY JOURNAL, 2017, 30 (06): : 1230 - 1256