Many risk factors are dependent on each other and taking this into account can be helpful in managing appropriate decisions. The poor evaluation of these factors will impose high costs in many real applications especially for a supply chain. There are different methods for risk evaluating and their effects for ranking them. For instant, in fuzzy DEMATEL method, the experts’ linguistic opinions and preferences on the agent effects are used as the input. The important point is how these opinions are aggregated to produce less computational error. In this regard, this paper proposes a new method based on statistical inferences for a fuzzy DEMATEL approach for evaluating the factors of a supply chain. This method was applied to a case study and the results showed that the proposed method was better than other methods for integrating the experts’ opinions in a supply chain. However, this method was proposed for the evaluation of supply chain factors, it can be applied to other systems as well.
Keywords: Supply chain, fuzzy DEMATEL, experts’ linguistic preferences, agent ranking
@article{RO_2021__55_4_2525_0,
author = {Fakhrzad, Mohammad-Bagher and Firozpour, Mohammad-Reza and Hosseini Nasab, Hasan},
title = {A fuzzy {DEMATEL} approach for evaluating the risk factors},
journal = {RAIRO. Operations Research},
pages = {2525--2543},
year = {2021},
publisher = {EDP-Sciences},
volume = {55},
number = {4},
doi = {10.1051/ro/2021109},
mrnumber = {4303674},
language = {en},
url = {https://www.numdam.org/articles/10.1051/ro/2021109/}
}
TY - JOUR AU - Fakhrzad, Mohammad-Bagher AU - Firozpour, Mohammad-Reza AU - Hosseini Nasab, Hasan TI - A fuzzy DEMATEL approach for evaluating the risk factors JO - RAIRO. Operations Research PY - 2021 SP - 2525 EP - 2543 VL - 55 IS - 4 PB - EDP-Sciences UR - https://www.numdam.org/articles/10.1051/ro/2021109/ DO - 10.1051/ro/2021109 LA - en ID - RO_2021__55_4_2525_0 ER -
%0 Journal Article %A Fakhrzad, Mohammad-Bagher %A Firozpour, Mohammad-Reza %A Hosseini Nasab, Hasan %T A fuzzy DEMATEL approach for evaluating the risk factors %J RAIRO. Operations Research %D 2021 %P 2525-2543 %V 55 %N 4 %I EDP-Sciences %U https://www.numdam.org/articles/10.1051/ro/2021109/ %R 10.1051/ro/2021109 %G en %F RO_2021__55_4_2525_0
Fakhrzad, Mohammad-Bagher; Firozpour, Mohammad-Reza; Hosseini Nasab, Hasan. A fuzzy DEMATEL approach for evaluating the risk factors. RAIRO. Operations Research, Tome 55 (2021) no. 4, pp. 2525-2543. doi: 10.1051/ro/2021109
[1] , and , Design of the evaluation model for total ergonomics interventions with fuzzy approach. Sci. J. Pure Appl. Sci. 1 (2012) 119–129.
[2] and , Key human factors and their effects on human centered assembly performance. Int. J. Ind. Ergon. 69 (2019) 48–57. | DOI
[3] , , and , Forecasting stock market return using ANFIS: the case of Tehran Stock Exchange. Int. J. Adv. Stud. Humanit. Soc. Sci. 1 (2013) 452–459.
[4] and , A fuzzy dematel method to evaluate critical operational hazards during gas freeing process in crude oil tankers. J. Loss Prev. Process Ind. 38 (2015) 243–253. | DOI
[5] , and , Identifying and assessing the critical factors for effective implementation of safety programs in construction projects. Saf. Sci. 106 (2018) 47–56. | DOI
[6] and , Evaluation of supply chain flexibility in automobile industry with fuzzy DEMATEL Approach. Global J. Flexible Syst. Manage. 19 (2018) 305–319. | DOI
[7] and , New improved DEMATEL method based on both subjective experience and objective data. Eng. App. Artif. Intell. 83 (2019) 57–71. | DOI
[8] and , A dynamic genetic algorithm for solving a single machine scheduling problem with periodic maintenance. Int. Scholarly Res. Not. 42 (2013) 4397–4409.
[9] , and , Explain the impact of organizational factors affecting food safety performance using fuzzy dematel. Int. J. Manag. Sci. 5 (2015) 531–543.
[10] , and , A new robust optimization model under uncertainty for new and remanufactured products. Int. J. Manage. Sci. Eng. Manage. 10 (2015) 137–142.
[11] , and , A new multi-objective job shop scheduling with setup times using a hybrid genetic algorithm. Int. J. Eng.-Trans. B: App. 26 (2012) 207. | DOI
[12] and , Perceptions of the World Problem Antique: Communication Procedure, Communicating with Those Bearing Collective Responsibility (DEMATEL Report No. 1). Battelle Geneva Research Centre, , Geneva (1973).
[13] , and , Sustainable lifestyle factors influencing industries’ electric consumption patterns using Fuzzy logic and DEMATEL: the Nigerian perspective. J. Cleaner Prod. 162 (2017) 624–634. | DOI
[14] , and , Intuitionistic fuzzy based DEMATEL method for developing green practices and performances in a green supply chain. Expert Syst. Appl. 42 (2015) 7207–7220. | DOI
[15] , A review of occupational health and safety risk assessment approaches based on multi-criteria decision-making methods and their fuzzy versions. Hum. Ecol. Risk Assess. Int. J. 24 (2018) 1723–1760. | DOI
[16] , Emergency department ergonomic design evaluation: a case study using fuzzy DEMATEL-focused two-stage methodology. Health Policy Technol. 8 (2019) 365–376. | DOI
[17] and , An integrated fuzzy DEMATEL-fuzzy ANP model for evaluating construction projects by considering interrelationships among risk factors. J. Civ. Eng. Manag. 25 (2019) 114–131. | DOI
[18] and , Development of a web graphic model with fuzzy-decision-making trial and evaluation laboratory/multi-criteria-spatial decision support system (F-DEMATEL/MC-SDSS) for sustainable planning and construction of rural housings. J. Cleaner Prod. 199 (2018) 584–592. | DOI
[19] , and , Planning of rural housings in reservoir areas under (mass) tourism based on a fuzzy DEMATEL-GIS/MCDA hybrid and participatory method for Alange. Spain. Habitat Int. 57 (2016) 143–153. | DOI
[20] , , , , , Critical success factors for the iron and steel industry in Turkey: a fuzzy DEMATEL approach. Int. J. Fuzzy Syst. 18 (2016) 523–536. | DOI
[21] , and , An integrated fuzzy approach for prioritizing supply chain complexity drivers of an Indian mining equipment manufacturer. Res. Policy 51 (2017) 204–218. | DOI
[22] , , , and , An evidential DEMATEL method to identify critical success factors in emergency management. Appl. Soft Comput. 22 (2014) 504–510. | DOI
[23] , and , Sustainable supply chain management using approximate fuzzy DEMATEL method. Resour. Conserv. Recycl. 128 (2018) 134–142. | DOI
[24] , , and , Evaluating health-care waste treatment technologies using a hybrid multi-criteria decision making model. Renew. Sustain. Energy Rev. 41 (2015) 932–942. | DOI
[25] , , and . Identifying and assessing the critical criteria affecting decision-making for green roof type selection, Sustain. Cities Soc. 39 (2018) 772–783. | DOI
[26] , , , and , Identifying critical success factors in Heart Failure Self-Care using fuzzy DEMATEL method. Appl. Soft Comput. J. 84 (2019) 105729. | DOI
[27] , and , Flexible decision modeling for evaluating the risks in green supply chain using fuzzy AHP and IRP methodologies. Glob J. Flex Syst. Manag. 16 (2015) 19–35. | DOI
[28] and , Critical success factors of sustainable project management in construction: a fuzzy DEMATEL-ANP approach. J. Clean. Prod. 194 (2018) 751–765. | DOI
[29] , , , and , Investigating interactions among vital variables affecting situation awareness based on Fuzzy DEMATEL method, Int. J. Ind. Ergon. 74 (2019) 102842. | DOI
[30] , , , , , , , and , Factors influencing medical tourism adoption in Malaysia: a DEMATEL-Fuzzy TOPSIS approach. Comput. Ind. Eng. 137 (2019) 106005. | DOI
[31] , and , Using fuzzy DEMATEL in modeling the causal relationships of the antecedents of organizational citizenship behavior (OCB) in the hospitality industry: a case study in the Philippines. J. Hosp. Tour. Manag. 34 (2018) 11–29. | DOI
[32] , , and , Evaluation of criteria for CO2 capture and storage in the iron and steel industry using the 2-tuple DEMATEL technique. J. Clean. Prod. 120 (2016) 207–220. | DOI
[33] , and , Application of fuzzy DEMATEL in explaining causal relations of intellectual capital indices: a study on Shahid Tondgooyan Petrochemical. Ann. Data. Sci. 3 (2016) 307–319. | DOI
[34] , and , Macro ergonomics interventions and their impact on productivity and reduction of musculoskeletal disorders: including a case study. Iran. Occup. Health 9 (2012) 27–39.
[35] , and , Team robot motion planning in dynamics environments using a new hybrid algorithm (honey bee mating optimization-tabu list). Chin. J. Eng. (2014, 2014,) 1–8. | DOI
[36] , , and , Identifying key performance indicators for holistic hospital management with a modified DEMATEL approach. Int. J. Environ. Res. Public Health 14 (2017) 934. | DOI
[37] , , , , and , Improving sustainable supply chain management using a novel hierarchical grey-DEMATEL approach. J. Clean. Prod. 134 (2016) 469–481. | DOI
[38] , and , Extension of the DEMATEL method in an uncertain linguistic environment. Soft Comput. 16 (2012) 471–483. | DOI
[39] , , , and , Sustainable recycling partner selection using fuzzy DEMATEL-AEW- FVIKOR: a case study in small-and-medium enterprises (SMEs). J. Cleaner Prod. 196 (2018) 489–504. | DOI
[40] , and , Analyzing internal barriers for automotive parts remanufacturers in China using grey-DEMATEL approach. J. Clean Prod. 87 (2015) 811–825. | DOI
[41] , Fuzzy sets. Inf. Control 8 (1965) 338–353. | MR | Zbl | DOI
[42] , , and , D-DEMATEL: a new method to identify critical success factors in emergency management. Saf. Sci. 91 (2017) 93–104. | DOI
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