A hybrid ranking approach based on fuzzy analytical hierarchy process and data envelopment analysis: Road maintenance and transport organization of Iran

Salehian, Farhad; Razmi, Jafar; Jolai, Fariborz

doi:10.3233/jifs-171464

Cited by 5 publications

(2 citation statements)

References 24 publications

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“…us, the order of the decision matrix can be prevented from affecting the integrated index CI. e random index is omitted as RI, and its value depends on the order [38].…”

Section: Calculation Steps Of Analytic Hierarchy Processmentioning

confidence: 99%

Risk Aversion of Public Service Marketization Based on Fuzzy Analytic Hierarchy Process

Feng

2021

Mathematical Problems in Engineering

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With the development of China’s economy, people’s demand for public services is increasing. While meeting the public better through marketization, it is also easy to lead to some risks. The purpose of this study is to use the fuzzy analytic hierarchy process (FAHP) to evaluate the risk of public service marketization and make effective measures to avoid it. This study selects the Public Gymnasiums in different districts of our city as the research object and selects one as the nationalized public service place and the other as the market-oriented public service place. In this study, the amount of service, service equipment, service supervision status, and people’s score under the situation of nationalization and marketization is used as the evaluation indexes of public service marketization. At the same time, combined with the fuzzy analytic hierarchy process (FAHP), the risks to the normal operation of the place after marketization are summarized. The results show that the turnover of the nationalized public service places is about 40 million yuan in the past five years, and the capital flow rate gradually decreases from 1.5%; while the market-oriented turnover reaches the maximum of 90 million yuan, the capital flow rate also rises to 2.21%. However, with the marketization, the scores are high and low. This shows that the marketization of public services leads to the improvement of service items and the increase of service charges. The conclusion is that the marketization of public services will have certain risks, but with the control and fine adjustment of enterprises, it is gradually supported by the public.

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“…us, the order of the decision matrix can be prevented from affecting the integrated index CI. e random index is omitted as RI, and its value depends on the order [38].…”

Section: Calculation Steps Of Analytic Hierarchy Processmentioning

confidence: 99%

Risk Aversion of Public Service Marketization Based on Fuzzy Analytic Hierarchy Process

Feng

2021

Mathematical Problems in Engineering

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“…Shariati et al [46] proposed a new model based on the intuitionistic fuzzy sets (IFS) and ANP technique is proposed to evaluate the critical factors of the application of nanotechnology in the construction industry. Salehian et al [47] proposed a novel hybrid algorithm based on FAHP and DEA to measure the efficiency of product transportation in road fleets of Iranian provinces. Mazumder et al [48] developed a decision support framework by integrating the ANP and DEA approach in a manufacturing environment.…”

Section: Introductionmentioning

confidence: 99%

Efficiency Measurement for Hierarchical Network Systems Using Network DEA and Intuitionistic Fuzzy ANP

et al. 2020

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According to the high importance of the university in the growth and development of the country, the efficiency of educational and research groups in universities is very important. The black box Data Envelopment Analysis (DEA) model is mathematical programming for measuring the relative efficiency of a set of Decision-making units (DMUs), without considering the operations of the component processes that may have misleading results. To overcome this defect, network models are recommended. This paper intends to propose a hybrid Intuitionistic Fuzzy Analytic Network Process (IFANP) and Network DEA (NDEA) technique to evaluate the efficiency of the faculty of basic sciences of Islamic Azad University. IFANP is used to evaluate the overall weights among all the criteria and sub-criteria and these weights are used in the NDEA model to measure the relative efficiency The hypothetical example shows that the efficiency of all DMUs is equal to 1 by using the DEA, and there is no ranking between DMUs. The results of the IFANP-NDEA are more meaningful because of the full ranking of DMUs, considering component process operations. Also, it can prioritize efficient DMUs, provide the efficiencies of the DMU's functions which enables managers to identify areas of weakness.

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Performance Evaluation of Public Transport Sector with Missing Data

Agarwal,

Luhaniwal,

Mathur

et al. 2024

Lecture Notes in Networks and Systems

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A hybrid ranking approach based on fuzzy analytical hierarchy process and data envelopment analysis: Road maintenance and transport organization of Iran

Cited by 5 publications

References 24 publications

Risk Aversion of Public Service Marketization Based on Fuzzy Analytic Hierarchy Process

Risk Aversion of Public Service Marketization Based on Fuzzy Analytic Hierarchy Process

Efficiency Measurement for Hierarchical Network Systems Using Network DEA and Intuitionistic Fuzzy ANP

Performance Evaluation of Public Transport Sector with Missing Data

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