Emergency decision making with extended axiomatic design approach under picture fuzzy environment

Ding, Xuefeng; Zhang, Ling; Liu, Hu‐Chen

doi:10.1111/exsy.12482

Cited by 30 publications

(18 citation statements)

References 55 publications

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“…Thus, it is worth putting forward conflict‐elimination method to assist in understanding and analyzing the conflict in UTAE. In addition, the presented approach is a general model, which can be modified and applied in other real‐world applications, such as quality function deployment, 53 emergency decision making, 54 and failure mode risk analysis 55 …”

Section: Discussionmentioning

confidence: 99%

Undergraduate teaching audit and evaluation using an extended MABAC method under q ‐rung orthopair fuzzy environment

Gong

Luo

et al. 2020

Int J Intell Syst

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Undergraduate teaching audit and evaluation (UTAE) is a new type of evaluation pattern, which is extremely important for a university to improve its quality assurance system and enhance teaching quality. Selecting an optimal university for benchmarking through UTAE to promote the quality of teaching can be regarded as a complex multicriteria decision making (MCDM) problem. Furthermore, in the process of UTAE, experts' evaluations over the teaching quality of universities are often imprecise and fuzzy due to the subjective nature of human thinking. In this paper, we propose a new UTAE approach based on q-rung orthopair fuzzy sets and the multiattribute border approximation area comparison (MABAC) method for evaluating and selecting the best university for benchmarking. The introduced method deals with the linguistic assessments given by experts by using q-ROFSs, assigns the weights of audit elements based on the indifference threshold-based attribute ratio analysis method, and acquires the ranking of universities with an extended MABAC method. The feasibility and effectiveness of the proposed q-rung orthopair fuzzy MABAC method is demonstrated through a realistic UTAE example. Results show that the UTAE method being proposed is valid and practical for UTAE.

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Section: Discussionmentioning

confidence: 99%

Undergraduate teaching audit and evaluation using an extended MABAC method under q ‐rung orthopair fuzzy environment

Gong

Luo

et al. 2020

Int J Intell Syst

Self Cite

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“…For MAGDM problems in PF environment, Zhang et al [62] introduced an ELECTRE TRI-based outranking approach. To handle emergency decision-making (EDM) problems, a new EDM approach with the help of PFSs was proposed by Ding et al [63]. Jin et al [64] introduced Pearson's correlation-based MADM method in PF environment.…”

Section: Introductionmentioning

confidence: 99%

An innovative picture fuzzy distance measure and novel multi-attribute decision-making method

Ganie

Singh

2021

Complex Intell. Syst.

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Picture fuzzy set (PFS) is a direct generalization of the fuzzy sets (FSs) and intuitionistic fuzzy sets (IFSs). The concept of PFS is suitable to model the situations that involve more answers of the type yes, no, abstain, and refuse. In this study, we introduce a novel picture fuzzy (PF) distance measure on the basis of direct operation on the functions of membership, non-membership, neutrality, refusal, and the upper bound of the function of membership of two PFSs. We contrast the proposed PF distance measure with the existing PF distance measures and discuss the advantages in the pattern classification problems. The application of fuzzy and non-standard fuzzy models in the real data is very challenging as real data is always found in crisp form. Here, we also derive some conversion formulae to apply proposed method in the real data set. Moreover, we introduce a new multi-attribute decision-making (MADM) method using the proposed PF distance measure. In addition, we justify necessity of the newly proposed MADM method using appropriate counterintuitive examples. Finally, we contrast the performance of the proposed MADM method with the classical MADM methods in the PF environment.

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“…Aiming at a condition that the decision information is often not represented accurately in some complex situations, fuzzy set theory was proposed by Zadeh 1975. Due to its advantages for the fuzzy information representation, fuzzy sets (FSs) were extended, involving interval‐valued FSs (Turksen, 1986), intuitionistic FSs (IFSs) (Atanassov, 1986) and interval‐valued IFSs (Atanassov & Gargov, 1989), which realized many research achievements (Wang et al, 2014; Wang et al, 2015; Rani & Garg, 2018; Yu et al, 2018a; Ding et al, 2020; Liao et al, 2020). Considering that the above theories cannot deal with some dependent and independent components, Smarandache proposed neutrosophic sets (NSs) in the late 1990s, which were developed in the 21st century.…”

Section: Introductionmentioning

confidence: 99%

Extended TODIM‐PROMETHEE II method with hesitant probabilistic information for solving potential risk evaluation problems of water resource carrying capacity

et al. 2021

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With the excessive consumption and pollution of water resources, the sustainable development of water resources poses a serious threat currently. How to perceive and prevent the degradation of water resource in advance is an urgent problem. The water resource carrying capacity (WRCC) is a significant indicator to reflect the condition of water resources in a region. Resounding to these circumstances, our research establishes a decision support framework to solve WRCC risk evaluation issues. First, hesitant probabilistic fuzzy sets (HPFSs) are selected as a representation for the evaluation information in the expert group. Aimed at existing studies of HPFSs, some limitations are overcome involving the distance and comparison rule.Secondly, a TODIM-PROMETHEE II based multi-criteria group decision making (MCGDM) method is developed to overcome the inherent restrictions of PROMETHEE II method and make it suitable for a practical decision-making condition with bounded rationality. Subsequently, a case study is utilized to demonstrate the feasibility of our newly proposed decision support framework, followed by a sensitivity analysis and a comparison analysis. The outcome indicates that the framework has an excellent performance to solve this kind of MCGDM issues.

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Emergency decision making with extended axiomatic design approach under picture fuzzy environment

Cited by 30 publications

References 55 publications

Undergraduate teaching audit and evaluation using an extended MABAC method under q ‐rung orthopair fuzzy environment

Undergraduate teaching audit and evaluation using an extended MABAC method under q ‐rung orthopair fuzzy environment

An innovative picture fuzzy distance measure and novel multi-attribute decision-making method

Extended TODIM‐PROMETHEE II method with hesitant probabilistic information for solving potential risk evaluation problems of water resource carrying capacity

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