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
  • [31] How effective is carbon offset? Assessment of carbon dioxide reduction methods by using MCDM techniques: a case study of global automotive factory
    Yanar, Tolga Meric
    Demir, Alparslan Serhat
    INTERNATIONAL JOURNAL OF GLOBAL WARMING, 2021, 24 (01) : 65 - 85
  • [32] THE SET OF PERFORMANCE INDICATORS IN TRANSPORT AND FORWARDING SERVICES - CASE STUDY
    Kucinska-Landwojtowicz, Aneta
    Lorenc, Marcin
    CBU INTERNATIONAL CONFERENCE PROCEEDINGS 2017: INNOVATIONS IN SCIENCE AND EDUCATION, 2017, 5 : 247 - 253
  • [33] The Impact of Industry 4.0 on Business Performance: A Multiple Case Study in the Automotive Sector
    Piepoli, Antonio
    Arcidiacono, Francesco
    Basile, Luigi Jesus
    Pellegrino, Roberta
    Schupp, Florian
    Zuehlke, Tobias
    5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023, 2024, 232 : 2117 - 2126
  • [34] Supplier Selection Through a Hybrid MCDM-QFD Method: A Case Study in Mapna Group
    Tayyar, Seyed Hassan
    Soltani, Roya
    LOGISTICS AND SUPPLY CHAIN MANAGEMENT, LSCM 2020, 2021, 1458 : 117 - 136
  • [35] Hybrid intelligence for the public sector: A bibliometric analysis of artificial intelligence and crowd intelligence
    Liu, Helen K.
    Tang, Muhchyun
    Collard, Antoine Serge J.
    GOVERNMENT INFORMATION QUARTERLY, 2025, 42 (01)
  • [36] Site Selection of Solar Power Plants Using Hybrid MCDM Models: A Case Study in Indonesia
    Wang, Chia-Nan
    Chung, Yu-Chi
    Wibowo, Fajar Dwi
    Dang, Thanh-Tuan
    Nguyen, Ngoc-Ai-Thy
    ENERGIES, 2023, 16 (10)
  • [37] Implementation of MCDM Approaches for a Real-Life Location Selection Problem: A Case Study of Consumer Goods Sector
    Emir, Oguz
    DIGITIZING PRODUCTION SYSTEMS, ISPR2021, 2022, : 77 - 88
  • [38] Evaluation of sustainable hydrogen production options using an advanced hybrid MCDM approach: A case study
    Abdel-Basset, Mohamed
    Gamal, Abduallah
    Chakrabortty, Ripon K.
    Ryan, Michael J.
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 46 (05) : 4567 - 4591
  • [39] Hidden costs: a case study in an internal audit unit of the public sector
    Monteiro, Alexandre Fernandes
    de Souza, Marcos Antonio
    Matos, Nyalle Barboza
    de Medeiros Lima, Victor Godeiro
    CONTABILIDADE GESTAO E GOVERNANCA, 2020, 23 (02): : 276 - 293
  • [40] A Hybrid Fuzzy Multi-Criteria Decision-Making Model to Evaluate the Overall Performance of Public Emergency Departments: A Case Study
    Ortiz-Barrios, Miguel
    Alfaro-Saiz, Juan-Jose
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2020, 19 (06) : 1485 - 1548