Cognitive Computation, Journal Year: 2024, Volume and Issue: 17(1)
Published: Dec. 16, 2024
Language: Английский
Engineering Applications of Artificial Intelligence, Journal Year: 2025, Volume and Issue: 151, P. 110621 - 110621
Published: March 29, 2025
Language: Английский
Citations
0
Expert Systems with Applications, Journal Year: 2025, Volume and Issue: unknown, P. 127656 - 127656
Published: April 1, 2025
Language: Английский
Citations
0
Elsevier eBooks, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 18
Published: Jan. 1, 2025
Language: Английский
Citations
0
Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)
Published: April 16, 2025
Effective decision-making in complex environments often requires handling fuzzy data with interdependencies. The generalized Heronian mean and geometric operators have proven useful for such analysis. However, existing methods struggle to capture correlations among pq-quasi rung orthopair (pqQROF) numbers. This study addresses this gap by extending these the pqQROF setting developing a novel hybrid framework. proposed framework integrates distance measure, rank sum (RS) method, aggregation determine both objective subjective criteria weights. applicability of approach is demonstrated through two case studies: project selection university selection. Finally, comparative evaluation developed against ones conducted assess their effectiveness highlight superiority algorithm.
Language: Английский
Citations
0
Journal of Mathematics, Journal Year: 2025, Volume and Issue: 2025(1)
Published: Jan. 1, 2025
Picture hesitant fuzzy soft sets (PHFSSs) are a relatively new concept in the field of computing, which combines sets, and picture theory. This combination allows for more comprehensive flexible approach to decision‐making problems that involve uncertainty vagueness. They essential when human opinion includes some sort abstinence or rejection feature is not just limited yes no. Furthermore, idea PHFSSs free from all complexity pre‐existing theories suffer because parametric tool with hesitancy key PHFSS. article demonstrates necessity managing various forms vulnerabilities keeping an eye on procedures address these worries. It has recently been common issue business management, financial modeling, estimating risks business, other areas how choose best investment appraisal among those effective values investment. To overcome this issue, we developed aggregation operators multiattribute decision algorithm under information. extend our investigation evaluation based distance average solution (EDAS) method multiple attribute group making averaging operators. And numerical illustration proposed show accuracy mentioned work. Finally, effectiveness reliability established technique through comparative study between EDAS provides framework approach.
Language: Английский
Citations
0
Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)
Published: Aug. 15, 2024
Abstract Belief and plausibility functions based on evidence theory (ET) have been widely used in managing uncertainty. Various generalizations of ET to fuzzy sets (FSs) reported the literature, but no generalization q-rung orthopair (q-ROFSs) has made yet. Therefore, this paper proposes a novel, simple, intuitive approach distance similarity measures for q-ROFSs belief within framework ET. This research addresses significant gap by introducing comprehensive handling uncertainty using Furthermore, it acknowledges limitations inherent current state research, notably absence challenges extending certain aggregation operators other including Hesitant sets, Bipolar Fuzzy soft etc. Our contribution lies proposal novel under ET, utilizing Orthopairian intervals (OBPIs). We establish new generalized demonstrate reasonability our method through useful numerical examples. Additionally, we construct GRA (OBP-GRA) daily life complex issues, particularly multicriteria decision-making scenarios. Numerical simulations results confirm usability practical applicability proposed
Language: Английский
Citations
2
Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)
Published: Oct. 26, 2024
Linguistic term fuzzy sets provide an intuitive way to express preferences, enhancing understanding and communication among decision-makers. In this article, we introduce the novel concept of p,q-quasirung orthopair linguistic (p,q-QOFLSs), which merge principles (p,q-QOFSs) with sets. This new framework offers a more robust approach handle uncertain imprecise information in decision-making processes, characterized by membership non-membership degrees. We establish several fundamental operational laws, alongside score accuracy functions, facilitate comparison numbers. Leveraging these propose series weighted averaging geometric operators under p,q-QOFLSs. Furthermore, formulate multi-attribute methodology using operators. The significance proposed method lies its ability model complex scenarios enhanced precision. A numerical example validates practicality adaptability methodology, supported sensitivity analyses comparative evaluations, highlighting innovation efficiency approach.
Language: Английский
Citations
2
Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 142, P. 109896 - 109896
Published: Dec. 27, 2024
Language: Английский
Citations
2
International Journal of Advanced Computer Science and Applications, Journal Year: 2024, Volume and Issue: 15(3)
Published: Jan. 1, 2024
Consider combining quantitative and qualitative data for these case studies, such as interviews with English teachers, student evaluations, classroom observations, surveys. Contextual elements, including community support, resources, school demographics, should also be taken into consideration. The assessment process in teaching performance evaluation is very complicated diverse, making it a perfect fit use the Multi-Attribute Group Decision Making (MAGDM) framework. utilization of Spherical Fuzzy Z˘-Number Sets (SF Z˘NS) essential to handle intricate problems. These sets are significantly more capable handling higher levels uncertainty than fuzzy set designs used today. Here, we provide method, Compromise Ranking Alternatives from Distance Ideal Solution (CRADIAS), designed address MAGDM problems SF Z˘NS, particularly cases when attribute weights opaque. Attribute may found by applying CRITIC technique. first section research covers examination spherical Z numbers, their accuracy scoring functions, main concept behind functioning. We then propose decision-making process. This work strengthens topic's theoretical underpinnings well its practical applicability. By conducting comparison study, apply MARCOS approach validate illustrate validity our findings. methodical guarantees thorough suggested method's effectiveness adds current discussion on how make wise decisions difficult uncertain situations.
Language: Английский
Citations
1
IEEE Access, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 1
Published: Jan. 1, 2024
One of the best ways to handle ambiguity and unpredictable nature decision-making is through fuzzy logic, one most recent developments in this area concept spherical sets. Since squared total membership, non-membership, hesitation degrees should be between 0 1, each degree defined [0, 1], decision-maker(s) about an attribute can conveyed more thoroughly. The a set computed with help entropy measure, available measures for sets have various limitations. So, study, we suggest innovative measurement demonstrate its capacity satisfy axiomatic requirements. We compared proposed metric all currently metrics, considering different factors, including weight computation, linguistic hedges, computation. With metric, introduce Complex Proportional Assessment method illustrate it numerical example.
Language: Английский
Citations
0