Alexandria Engineering Journal, Journal Year: 2024, Volume and Issue: unknown
Published: Dec. 1, 2024
Language: Английский
Heliyon, Journal Year: 2024, Volume and Issue: 10(16), P. e35942 - e35942
Published: Aug. 1, 2024
Aczel-Alsina t-norm and t-conorm are intrinsically flexible endow aggregation operators with greater versatility robustness in the process than rooted other t-norms families. Moreover, linear Diophantine fuzzy set (LD-FS) is one of resilient extensions sets (FSs), intuitionistic (IFSs), Pythagorean (PyFSs), q-rung orthopair (q-ROFSs), which has acquired prominence decision analysis due to its exceptional efficacy resolving ambiguous data. Keeping view advantages both LD-FSs operators, this article aims establish operation rules for LD-FSs, such as sum, product, scalar multiplication, exponentiation. Based on these rules, we expose weighted average (LDFAAWA) operator, geometric (LDFAAWG) operator scrutinize their distinctive characteristics results. Additionally, based (AOs), a multi-criteria decision-making (MCDM) approach designed tested practical case study related forecasting weather under an LD-FS setting. The developed model undergoes comparative several prevailing approaches demonstrate superiority accuracy proposed model. Besides, influence parameter Λ ranking order successfully highlighted.
Language: Английский
Citations
3
IEEE Access, Journal Year: 2024, Volume and Issue: 12, P. 35417 - 35447
Published: Jan. 1, 2024
A trustworthy cloud services provider makes sure that data backups, disaster recovery, and compliance with industry standards are all met, allowing businesses to concentrate on their core competencies innovation while leaving the complexity of IT infrastructure management professionals. The selection finest is a multi-attribute decision-making problem thus, in this article, we investigate by employing technique using invention hesitant bipolar complex fuzzy set. sets deal not only involving information but also dual aspects both positive negative because lot real-life situation contains has hesitancy, 2 nd dimension, aspect simultaneously. Furthermore, manuscript, structure set initiate numerous aggregation operators. Under environment proposed methodology, invent different operators such as Dombi weighted averaging, ordered hybrid geometric, geometric All these used solve situations at times. When any decision-maker wants hesitation under dimensions then very useful. Without operators, cannot handle above no doubt tools for available market there tool solving information. Afterward, devise tackling genuine life dilemmas setting sets. We case study associated service providers invented decision-making. In end, compare our newly suggested work few other current theories show effectiveness work.
Language: Английский
Citations
3
Heliyon, Journal Year: 2024, Volume and Issue: 10(4), P. e25818 - e25818
Published: Feb. 1, 2024
As the increasing environmental issues, various companies have take initiatives to produce green products or select suppliers which maximize business performance and minimize pollution. The real numbers data imbiguity uncertainty due described by classical tools. Therefore, we consider a new type of fuzzy set, credibility rough sets. In set has membership positive they reduced in information. this paper defined called (FCRS), after that Frank operational laws for FCRS Using these laws, series aggregation operators is weigthed averaging operators, ordered hybrid its basic properties like boundedness, monotonicity idempotency. there no work based on norms under So, can help us collect management. We developed (FCRS). operators. extend steps GRA, VIKOR TOPSIS method explained application our proposed life decision making problem (green supplier management). All applied problems management) find best optimal result. Firstly from makers using then all solution case
Language: Английский
Citations
2
International Journal of Fuzzy Systems, Journal Year: 2024, Volume and Issue: 26(5), P. 1618 - 1633
Published: April 8, 2024
Language: Английский
Citations
2
Decision Analytics Journal, Journal Year: 2023, Volume and Issue: 7, P. 100214 - 100214
Published: April 26, 2023
The Muirhead mean (MM) operator is effective and feasible used for aggregating the finite collection of attributes into a singleton set, where averaging geometric aggregation operators are special cases MM operator. Furthermore, Complex Single-Valued Neutrosophic (CSVN) set theory more reliable than intuitionistic fuzzy because it can easily handle awkward unreliable information with triplet, such as yes, abstinence, no. In this manuscript, we present under presence CSVN values, prioritized (CSVNPMM) dual (CSVNPDMM) Some important dominant properties examined in derived theory. Additionally, to verify above help some appropriate examples, demonstrate Multi-Attribute Decision-Making (MADM) method proposed consideration information. Finally, compare prevailing state practicality validity method.
Language: Английский
Citations
6
PLoS ONE, Journal Year: 2023, Volume and Issue: 18(10), P. e0287032 - e0287032
Published: Oct. 30, 2023
Correlation is an essential statistical concept for analyzing two dissimilar variables’ relationships. Although the correlation coefficient a well-known indicator, it has not been applied to interval-valued Pythagorean fuzzy soft sets (IVPFSS) data. IVPFSS generalized form of intuitionistic and refined extension sets. In this study, we propose (CC) weighted (WCC) examine their necessary properties. Based on proposed measures, develop prioritization technique order preference by similarity ideal solution (TOPSIS). We use Extract, Transform, Load (ETL) software selection as example demonstrate application these measures construct (TOPSIS) model. The method investigates challenge optimizing ETL business intelligence (BI). This study offers illuminate significance using make decisions in uncertain complex settings. multi-attribute decision-making (MADM) approach powerful instrument with many applications. expansion predicted conclude more reliable structure. Using sensitivity analysis, contributed empirical studies determine most significant decision processes. algorithm’s productivity consistent than prevalent models controlling adequate conformations anticipated study. Therefore, research expected contribute significantly statistics decision-making.
Language: Английский
Citations
5
Complex & Intelligent Systems, Journal Year: 2023, Volume and Issue: 9(5), P. 5949 - 5963
Published: April 17, 2023
Abstract The complex q-rung orthopair fuzzy (CQ-ROF) set can describe the uncertain information. In this manuscript, we develop Yager operational laws based on CQ-ROF information and t-norm t-conorm. Furthermore, in aggregating values, power, averaging, geometric aggregation operators have played a very essential critical role environment of set. Inspired from discussed operators, propose power averaging (CQ-ROFPYA), ordered (CQ-ROFPYOA), (CQ-ROFPYG), (CQ-ROFPYOG) operators. These are modified version Power, Yager, geometric, combination these all (FS), intuitionistic FS, Pythagorean FS. Moreover, also discuss main properties proposed Additionally, multi-attribute decision-making (MADM) method developed To show supremacy validity method, comparison between some existing methods is done by examples, results that better than others terms generality effectiveness.
Language: Английский
Citations
4
IEEE Access, Journal Year: 2023, Volume and Issue: 11, P. 115110 - 115125
Published: Jan. 1, 2023
The complex q-Rung orthopair fuzzy (Cq-ROF) sets are an extended version of the and q-rung circumstances. Cq-ROF set carried extensive information about object with two components: membership grade (MG) non-membership (NMG). MG NMG enlarged unit circle to a plane. decision maker evaluates complicated more accurately considering domain. This article aims present importance energy sources, we discuss application for selection suitable company dam construction. Dams most appropriate cheap sources produce electricity. Now, day's electricity is not ignorable. So, construct multi-attribute group decision-making (MAGDM) methodology by utilizing Aczel-Alsina (AA) t-norm (TN) t-conorm (TCN) operational laws power aggregation operators (PAO) solve problem PAO provides accurate results between several attributes. Finally, define power-weighted averaging (Cq-ROFAAPWA) geometric (Cq-ROFAAPWG) operators. Also, some fundamental axioms discussed. By applying proposed Cq-ROFAAPWA Cq-ROFAAPWG operators, real-life MAGDM problematic issue through numerical example. For superiority applicability techniques, provide comprehensive comparative analysis other prevailing (AOs). In end, solid conclusions.
Language: Английский
Citations
4
Wireless Personal Communications, Journal Year: 2024, Volume and Issue: 134(1), P. 445 - 465
Published: Jan. 1, 2024
Language: Английский
Citations
1
International Journal of Fuzzy Systems, Journal Year: 2023, Volume and Issue: 25(7), P. 2649 - 2664
Published: July 26, 2023
Language: Английский
Citations
3