An integrated SWARA-CODAS decision-making algorithm with spherical fuzzy information for clean energy barriers evaluation

Expert Systems with Applications, Год журнала: 2023, Номер 223, С. 119884 - 119884

Опубликована: Март 16, 2023

Язык: Английский

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Logistic autonomous vehicles assessment using decision support model under spherical fuzzy set integrated Choquet Integral approach

Expert Systems with Applications, Год журнала: 2022, Номер 214, С. 119205 - 119205

Опубликована: Ноя. 4, 2022

Autonomous vehicles (AVs) are the newest products in intelligent transportation system that can move around with minimal human intervention. These continue their path all kinds of sensors different parts. Effective use these technologies logistics industry create a competitive advantage. Nowadays, there many AVs, some which superior to others terms build quality, variety features, and design. Choosing an efficient, optimal, reliable vehicle is one most important challenges planning. Therefore, choosing AV based on series criteria be considered multi-criteria decision-making (MCDM) problem. Due complication issues, usually not independent each other relationships between them. this study develop extended MCDM framework Choquet integral (CI) under group Spherical fuzzy set (SFS) for assessing AVs. The CI technique expanded SFS increase power CI. Furthermore, combination leads greater freedom decision makers express opinions three membership functions. Accordingly, interactions skepticism uncertainty present during controlled. proposed approach implemented selecting best AVs industry, results compared Pythagorean Intuitionistic Moreover, sensitivity analysis done by changing weights creating scenarios confirm check robustness results. indicate suggested approach's efficiency ranking's stability scenarios.

Язык: Английский

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Sustainable resilient supplier selection for IoT implementation based on the integrated BWM and TRUST under spherical fuzzy sets

Decision Making Applications in Management and Engineering, Год журнала: 2023, Номер 6(1), С. 153 - 185

Опубликована: Апрель 9, 2023

Supplier selection process plays a vital role in supply chain management and is the most important variable its success. With increasing environmental considerations, organizations must consider sustainability considerations economic goals to protect environment. Furthermore, destructive effects of disruptions on performance companies have prompted organizational experts pay special attention concept resilience. This study developed an integrated approach based extended version Multi-Criteria Decision-Making (MCDM) methods spherical fuzzy (SFS) environment address sustainable resilient IoT supplier selection. In proposed approach, main criteria (i.e., resilience, sustainability) been used process. Then, these are weighted using SFS-Best-Worst Method (BWM), which reduces uncertainty pairwise comparisons. next step, 14 selected suppliers evaluated prioritized by applying SFS-mulTi-noRmalization mUlti-Distance aSsessmenT (TRUST) that considers multi-normalization algorithm reduce subjectivity normalized data. The results this shows pollution control risk-taking sub-criteria placed first second priorities, respectively. comparison SFS-TRUST with other MCDM sensitivity analysis demonstrates ranking stability various scenarios.

Язык: Английский

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Assessment of sustainable waste management alternatives using the extensions of the base criterion method and combined compromise solution based on the fuzzy Z-numbers

Environmental Science and Pollution Research, Год журнала: 2023, Номер 30(22), С. 62121 - 62136

Опубликована: Март 20, 2023

Язык: Английский

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An improved FMEA method based on the expert trust network for maritime transportation risk management

Expert Systems with Applications, Год журнала: 2023, Номер 238, С. 121705 - 121705

Опубликована: Сен. 25, 2023

Язык: Английский

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A New Extended Approach to Reduce Admission Time in Hospital Operating Rooms Based on the FMEA Method in an Uncertain Environment

Journal of Soft Computing and Decision Analytics, Год журнала: 2023, Номер 1(1), С. 80 - 101

Опубликована: Авг. 29, 2023

Operating rooms (ORs) are one of the essential hospital resources and optimal management can result in efficient OR usage. The admission time reduction before surgery ORs lead to on-time use ORs. This study addresses this issue by identifying main failure modes that cause delays conventional methodology known as Failure Mode Effects Analysis (FMEA) represents prevailing techniques utilized for purpose ascertaining within a given process. involves assignment numerical scores each mode, with intention utilizing resultant Risk Priority Number (RPN) facilitate identification said modes. However, RPN scoring has been criticized some deficiencies. proposes three-phase approach address shortcomings FMEA method. initial stage recognize assess crucial elements RPN. Following this, second employs Z-BWM technique expert insights determine weights five factors. Lastly, third phase, risks prioritized using proposed Z-ARAS method based on outputs previous phases. considers uncertainty determining factors assigns different them, while also taking into account reliability through Z-Number theory. Finally, comparing other traditional approaches, reinforces usefulness evaluating management.

Язык: Английский

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A decision-making framework for blockchain platform evaluation in spherical fuzzy environment

Expert Systems with Applications, Год журнала: 2023, Номер 231, С. 120833 - 120833

Опубликована: Июнь 15, 2023

Язык: Английский

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A dynamic expert system to increase patient satisfaction with an integrated approach of system dynamics, ISM, and ANP methods

Expert Systems with Applications, Год журнала: 2023, Номер 234, С. 121010 - 121010

Опубликована: Июль 18, 2023

It is unquestionable that health, both individually and collectively, the most important issue in life, which why human beings pay special attention to health maintenance recovery. The correct performance of services attracts patient's satisfaction, not only influenced by latest technology many variables. Therefore, present study provides a dynamic expert system patient satisfaction with an integrated approach dynamics, Interpretive Structural Modeling (ISM), Analytic network process (ANP). First, general structure problem was determined based on ISM modeling, formulation done Vensim software. Then, validation tests, including behavior reproduction test sensitivity analysis, were carried out, accuracy proved. In this regard, method used identify levels causal relationships between studied variables, influential variables identified. criteria identified ANP identifying policies. Finally, simulation different policies reviewed. results showed placed three levels, type connection their importance clearly defined. methods have interesting synergy dynamics help leverage points. According results, managers can adopt strategies affect greatest impact least action take corrective measures.

Язык: Английский

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A fully data-driven FMEA framework for risk assessment on manufacturing processes using a hybrid approach

Engineering Failure Analysis, Год журнала: 2023, Номер 152, С. 107525 - 107525

Опубликована: Авг. 2, 2023

Язык: Английский

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A decision-making framework for COVID-19 infodemic management strategies evaluation in spherical fuzzy environment

Stochastic Environmental Research and Risk Assessment, Год журнала: 2023, Номер 37(4), С. 1635 - 1648

Опубликована: Янв. 20, 2023

Язык: Английский

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