A New Extended VIKOR Approach Using q-Rung Orthopair Fuzzy Sets for Sustainable Enterprise Risk Management Assessment in Manufacturing Small and Medium-Sized Enterprises

Cheng, Sun; Sun, Jiufeng; Alrasheedi, Melfi; Saeidi, Parvaneh; Mishra, Arunodaya Raj; Rani, Pratibha

doi:10.1007/s40815-020-01024-3

Cited by 54 publications

(25 citation statements)

References 96 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Krishankumar et al [46] employed fuzzy VIKOR method using IV q-ROFS relying on evidence-based Bayes approximation for green supplier selection. Cheng et al [47] developed fuzzy VIKOR with q-ROFS for risk assessment and management problem, and proposed q-ROF weighted averaging operator as well. Wang et al [48] introduced PF VIKOR for construction project risk evaluation problem.…”

Section: Literature Reviewmentioning

confidence: 99%

A novel circular intuitionistic fuzzy AHP-VIKOR methodology: An application to a multi-expert supplier evaluation problem

Otay¹,

Kahraman²

2022

Pamukkale J Eng Sci

View full text Add to dashboard Cite

ÖzVIKOR method being one of the frequently used Multi-Criteria Decision Making (MCDM) methods, is based on the distances of alternatives to positive and negative ideal solutions, and presents compromising solutions. AHP is another MCDM method dividing the big problem into small and manageable problems through pairwise comparisons of criteria and alternatives. In these methods, linguistic assessments are generally preferred since exact numerical assignments of criteria values are really difficult and experts can not reflect the thoughts in their minds with crisp numbers. The fuzzy set theory captures the vagueness and impreciseness in these linguistic assessments successfully thorough fuzzy numbers. Circular intuitionistic fuzzy sets (C-IFS) are the latest extension of ordinary fuzzy sets, which was introduced by Atanassov [1]. C-IFS help experts to define membership (belongingness) and nonmembership (unbelongingness) degrees by incorporating the uncertainty of these degrees. In this paper, an integrated C-IF AHP & C-IF VIKOR methodology is developed and applied to a multi-expertsupplier evaluation problem. The results obtained from the proposed methodology are compared with other methods, and a sensitivity analysis is performed as well. Sık kullanılan Çok Ölçütlü Karar Verme (ÇÖKV) yöntemlerinden biri olan VIKOR yöntemi, alternatiflerin pozitif ve negatif ideal çözümlere olan uzaklıklarını temel alır ve uzlaşmacı çözümler sunar. AHP, ölçütlerin ve alternatiflerin ikili olarak karşılaştırılması yoluyla büyük bir problemi küçük ve yönetilebilir problemlere bölen bir başka ÇÖKV yöntemidir. Bu yöntemlerde, ölçüt değerlerinin kesin sayısal atamalarının gerçekten zor olması ve uzmanların düşüncelerini net rakamlarla yansıtamamaları gibi nedenlerle genellikle dilsel değerlendirmeler tercih edilmektedir. Bulanık küme teorisi, bu dilbilimsel değerlendirmelerdeki belirsizlik ve kesin olmama durumlarını bulanık sayıları kullanarak başarıyla ele alır. Dairesel sezgisel bulanık kümeler (D-SBK), Atanassov [1] tarafından tanıtılan sıradan bulanık kümelerin en son uzantısıdır. D-SBK, üyelik (aidiyet) ve üye olmama (aidiyetsizlik) derecelerindeki belirsizlikleri de göz önüne alarak uzmanların bu dereceleri tanımlamalarına yardımcı olur. Bu çalışmada, bütünleşik D-SB AHP ve D-SB VIKOR metodolojisigeliştirilmiş ve çok uzmanlı bir tedarikçi değerlendirme problemine uygulanmıştır. Önerilen metodolojiden elde edilen sonuçlar, diğer yöntemlerle karşılaştırılmakta ve duyarlılık analizi de yapılmaktadır.

show abstract

Section: Literature Reviewmentioning

confidence: 99%

A novel circular intuitionistic fuzzy AHP-VIKOR methodology: An application to a multi-expert supplier evaluation problem

Otay¹,

Kahraman²

2022

Pamukkale J Eng Sci

View full text Add to dashboard Cite

show abstract

“…Recently, Alkan and Kahraman ( 2021 ) studied two extended q-ROF information based methods for assessing the government strategies against COVID-19 outbreak. In a study, a novel q-ROF-information based VIKOR (VlseKriterijumska Optimizacija I Kompromisno Resenje) technique has been introduced to evaluate and rank the manufacturing small and mid-size enterprises (Cheng et al 2021 ). However, no study has developed an innovative q-ROF-information based MCDM method for evaluating and prioritizing the SRP candidates.…”

Section: Literature Reviewmentioning

confidence: 99%

A q-rung orthopair fuzzy ARAS method based on entropy and discrimination measures: an application of sustainable recycling partner selection

Mishra

Rani

2021

J Ambient Intell Human Comput

Self Cite

View full text Add to dashboard Cite

“…The results show that employees' positive emotions positively affect employee's work engagement and innovative behaviour (Richards et al, 2019). Cheng et al (2021) proposed a new q-rung orthopair fuzzy weighted averaging operator (q-ROFWAO) to rank and evaluate small and medium-sized manufacturing enterprises. The results show that this method is effective in the Sustainability Enterprise Risk Management (SERM) of small and medium-sized enterprises (Cheng et al, 2021).…”

Section: Related Workmentioning

confidence: 99%

“…Cheng et al (2021) proposed a new q-rung orthopair fuzzy weighted averaging operator (q-ROFWAO) to rank and evaluate small and medium-sized manufacturing enterprises. The results show that this method is effective in the Sustainability Enterprise Risk Management (SERM) of small and medium-sized enterprises (Cheng et al, 2021). Aiming at the static mapping problem in the existing enterprise knowledge map, Yang and Liao (2021) introduced the time dimension to describe the dynamic, sudden and timely evolution characteristics of enterprise risk events.…”

Section: Related Workmentioning

confidence: 99%

Analysis of Human Interactive Accounting Management Information Systems Based on Artificial Intelligence

Qu¹

2021

Journal of Global Information Management

View full text Add to dashboard Cite

BACKGROUND: With the gradual improvement of market economy, people' s consumption level is constantly improving, and the quality requirements are getting higher and higher. OBJECTIVES: In order to study the management accounting information analysis platform based on Artificial Intelligence (AI) and realize the goal of accounting computerization, the application of AI in expert system is applied to the field of accounting information analysis. METHODS: The combination of subsystems is applied to the construction of AI accounting information Web system, and the feasibility analysis of its theory and technology is carried out. RESULTS: The results show that its effect is obvious: accelerating the flow of all information and promoting the change of enterprise management mode. Moreover, compared with the traditional system algorithm, the accuracy of the system model is improved by 6% and the time delay is reduced by 9ms, which makes the overall management level of the enterprise further improved, the scope of enterprise competition further expanded, the cost of enterprise saved

show abstract

A New Extended VIKOR Approach Using q-Rung Orthopair Fuzzy Sets for Sustainable Enterprise Risk Management Assessment in Manufacturing Small and Medium-Sized Enterprises

Cited by 54 publications

References 96 publications

A novel circular intuitionistic fuzzy AHP-VIKOR methodology: An application to a multi-expert supplier evaluation problem

A novel circular intuitionistic fuzzy AHP-VIKOR methodology: An application to a multi-expert supplier evaluation problem

A q-rung orthopair fuzzy ARAS method based on entropy and discrimination measures: an application of sustainable recycling partner selection

Analysis of Human Interactive Accounting Management Information Systems Based on Artificial Intelligence

Contact Info

Product

Resources

About