Passenger Satisfaction Evaluation of Public Transportation Using Pythagorean Fuzzy MULTIMOORA Method under Large Group Environment

Li, Xuhui; Huang, Lin; Li, Qiang; Liu, Hu‐Chen

doi:10.3390/su12124996

Cited by 28 publications

(18 citation statements)

References 56 publications

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“…Table 1 summarizes the available fuzzy MCDM approaches in the transport area. The fuzzy multi-criteria methods can be summarized as follows: pair-wise comparisons [1][2][3][4][5][6][7][8][9]; distance based [10][11][12][13][14][15][16][17][18]; utility based [19][20][21][22][23][24][25][26]; outranking [27,28]; integration of two or more methods [29][30][31][32][33][34][35][36].…”

Section: Literature Reviewmentioning

confidence: 99%

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A Novel Fuzzy SIMUS Multicriteria Decision-Making Method. An Application in Railway Passenger Transport Planning

Stoilova

Munier

2021

Symmetry

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To increase the level of adequacy in multi-criteria decision-making in the case of uncertainty, it is essential to reduce the subjectivism and to increase the reality of obtained results. The study aims to propose a novel fuzzy multi-criteria method based on the fuzzy linear programming method and sequential interactive model for urban systems method (SIMUS), named fuzzy SIMUS. This paper is something completely different because it links the power of fuzzy with the advantage of the SIMUS method. Indeed, not using weights, it works with optimal values. Here, this procedure is presented for the first time. The methodology consists of three stages. The first stage includes forming the parameters of a multi-criteria model in the case of uncertainty. The initial matrix has three values: lower, medium, and upper. In the second stage, the fuzzy SIMUS model for each objective is formed based on fuzzy linear programming method. The third stage deals with the ranking of the alternatives. The methodology was experimented for planning railway intercity passenger transport in Bulgarian’s railway network. Nine alternative transport plans and eight criteria were studied. It was found that the objectives which influence ranking the most are the frequency of train stops (15%), direct operational costs (15%), train’s capacity (14.7%), and reliability (14.3%). A transport plan for railway passenger transport is proposed. A verification of the results was performed. It was found that the stability of the choice presented a suitable alternative.

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Section: Literature Reviewmentioning

confidence: 99%

“…The main problems solved in the transport planning area are concerned with railway transport [4,17,26,28,31,35]], transport planning [2,3,9,12,13,24]], railway infrastructure [6,16,23], public transport [1,7,11,30,33], logistics [5,10,20,21,25,27,32,33,36]]. .…”

Section: Literature Reviewmentioning

confidence: 99%

A Novel Fuzzy SIMUS Multicriteria Decision-Making Method. An Application in Railway Passenger Transport Planning

Stoilova

Munier

2021

Symmetry

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“…As far as the traveler preference cannot be determined unequivocally (as it depends on the big number of non-deterministic parameters with the values assessed subjectively by different persons), the fuzzy logic mathematical apparatus is widely used to define the preferences of passengers and their satisfaction with the provided transport services [17][18][19][20]. The authors of the paper [17] have developed an approach combining characteristics of the analytic hierarchy process, entropy weight method and the fuzzy comprehensive evaluation method to improve the accuracy of passenger satisfaction evaluation for public transport.…”

Section: Introductionmentioning

confidence: 99%

Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System

Naumov¹,

Zhamanbayev²,

Agabekova³

et al. 2021

Communications

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For the developed system of public transport, the passengers, as the customers, have a variety of alternatives when choosing the transport mode or even the route for the given mode of public transport. The estimation of the passengers’ preference is the key task for transportation planners for solving the wide range of optimization problems in the field of public transport. A methodology for estimation of the passengers’ preference when choosing the bus line within a public transport system is developed in this paper. The proposed approach is based on the fuzzy-logic mathematical apparatus and uses the surveys’ data to calculate the membership functions defining the passengers’ preference. The case study of the passengers’ survey, held in Talas (Kazakhstan), is used to illustrate the developed methodology.

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“…Kumar and Anbanandam [48] applied the grey decision making trial and evaluation laboratory (DEMATEL) method to quantify relationships of prominent inhibitors to the implementation of railroad freight transport. Li et al [49] presented a hybrid Pythagorean MULTIMOORA method to order rail transit lines according to the passenger satisfaction level. Majumdar et al [50] exploited the TOPSIS method to prioritize key factors affecting metro rail infrastructure based on commuter perception.…”

Section: Introductionmentioning

confidence: 99%

Picture Fuzzy MCDM Approach for Risk Assessment of Railway Infrastructure

2020

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To increase the level of safety and prevent significant accidents, it is essential to prioritize risk factors and assess railway infrastructure. The key question is how to identify unsafe railway infrastructure so authorities can undertake safety improvement projects on time. The paper aims to introduce a picture fuzzy group multi-criteria decision-making approach for risk assessment of railway infrastructure. Firstly, picture fuzzy sets are employed for representing and handling risk-related information. Secondly, a picture fuzzy hybrid method based on the direct rating, and Tsallis–Havrda–Charvát entropy is provided to prioritize risk factors. Thirdly, a picture fuzzy measurement of alternatives and ranking according to compromise solution method is developed to rank railway infrastructures. Lastly, the formulated approach is implemented in the Czech Republic context. Two sensitivity analyses verified the high robustness of the formulated approach. The comparative analysis with five state-of-the-art picture fuzzy approaches approved its high reliability. Compared to the state-of-the-art picture fuzzy approaches, the provided three-parametric approach has superior flexibility.

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Passenger Satisfaction Evaluation of Public Transportation Using Pythagorean Fuzzy MULTIMOORA Method under Large Group Environment

Cited by 28 publications

References 56 publications

A Novel Fuzzy SIMUS Multicriteria Decision-Making Method. An Application in Railway Passenger Transport Planning

A Novel Fuzzy SIMUS Multicriteria Decision-Making Method. An Application in Railway Passenger Transport Planning

Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System

Picture Fuzzy MCDM Approach for Risk Assessment of Railway Infrastructure

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