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09.06.2023 | Focus

A decision-making technique under interval-valued Fermatean fuzzy Hamacher interactive aggregation operators

verfasst von: Gulfam Shahzadi, Anam Luqman, Faruk Karaaslan

Erschienen in: Soft Computing

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Abstract

The evolution of a novel technique to handle multi-attribute decision-making (MADM) problems under interval-valued Fermatean fuzzy numbers is the main motivation of this paper. We aim to introduce several initiative aggregation operators (AOs), including Hamacher interactive weighted averaging, Hamacher interactive ordered weighted averaging, Hamacher interactive hybrid weighted averaging operations, etc., to acquire our desired outcomes. Then, the distinguished characteristics of these AOs are investigated. Furthermore, the suggested AOs are carried out to build a technique to MADM issues using interval-valued Fermatean fuzzy information. A case study of mine emergency plan selection is then narrated to elaborate the practicality and effectiveness of the developed method. The influence of parametric values on decision-making outcomes is investigated considering the distinct values of parameter. After discussing the developed work and seeing its applications, we come across with the conclusion that the dominant privilege of adaptation of the above-mentioned AOs is situated in the fact that these operators allow a progressively complete approach on the matters to decision-makers. Hence, the method recommended in this study offers progressively wide, enhanced accuracy and actual outcomes when compared with the prevailing associated strategies. Therefore, this technique plays a vital role in actual-life MADM problems.

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Literatur
Zurück zum Zitat Akram M, Luqman A, Alcantud JCR (2021) Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information. Neural Comput Appl 33(11):5675–5703CrossRef Akram M, Luqman A, Alcantud JCR (2021) Risk evaluation in failure modes and effects analysis: hybrid TOPSIS and ELECTRE I solutions with Pythagorean fuzzy information. Neural Comput Appl 33(11):5675–5703CrossRef
Zurück zum Zitat Akram M, Luqman A, Alcantud JCR (2022) An integrated ELECTRE-I approach for risk evaluation with hesitant Pythagorean fuzzy information. Expert Syst Appl 200:116945CrossRef Akram M, Luqman A, Alcantud JCR (2022) An integrated ELECTRE-I approach for risk evaluation with hesitant Pythagorean fuzzy information. Expert Syst Appl 200:116945CrossRef
Zurück zum Zitat Akram M, Ramzan N, Luqman A, Santos-García G (2022) An integrated MULTIMOORA method with 2-tuple linguistic Fermatean fuzzy sets: Urban quality of life selection application. AIMS Math 8(2):2798–2828CrossRef Akram M, Ramzan N, Luqman A, Santos-García G (2022) An integrated MULTIMOORA method with 2-tuple linguistic Fermatean fuzzy sets: Urban quality of life selection application. AIMS Math 8(2):2798–2828CrossRef
Zurück zum Zitat Akram M, Shah SMU, Al-Shamiri MMA, Edalatpanah SA (2022) Fractional transportation problem under interval-valued Fermatean fuzzy sets. AIMS Math 7(9):17327–17348MathSciNetCrossRef Akram M, Shah SMU, Al-Shamiri MMA, Edalatpanah SA (2022) Fractional transportation problem under interval-valued Fermatean fuzzy sets. AIMS Math 7(9):17327–17348MathSciNetCrossRef
Zurück zum Zitat Ali Z, Mahmood T, Ullah K, Khan Q (2021) Einstein geometric aggregation operators using a novel complex interval-valued pythagorean fuzzy setting with application in green supplier chain management. Rep Mech Eng 2(1):105–134CrossRef Ali Z, Mahmood T, Ullah K, Khan Q (2021) Einstein geometric aggregation operators using a novel complex interval-valued pythagorean fuzzy setting with application in green supplier chain management. Rep Mech Eng 2(1):105–134CrossRef
Zurück zum Zitat Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87–96CrossRef Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20:87–96CrossRef
Zurück zum Zitat Aydin S (2021) A fuzzy MCDM method based on new Fermatean fuzzy theories. Int J Inf Technol Decis Mak 20(03):881–902CrossRef Aydin S (2021) A fuzzy MCDM method based on new Fermatean fuzzy theories. Int J Inf Technol Decis Mak 20(03):881–902CrossRef
Zurück zum Zitat Deng Z, Wang J (2022) New distance measure for Fermatean fuzzy sets and its application. Int J Intell Syst 37(3):1903–1930CrossRef Deng Z, Wang J (2022) New distance measure for Fermatean fuzzy sets and its application. Int J Intell Syst 37(3):1903–1930CrossRef
Zurück zum Zitat Deveci M, Özcan E, John R, Pamucar D, Karaman H (2021) Offshore wind farm site selection using interval rough numbers based Best–Worst Method and MARCOS. Appl Soft Comput 109:107532CrossRef Deveci M, Özcan E, John R, Pamucar D, Karaman H (2021) Offshore wind farm site selection using interval rough numbers based Best–Worst Method and MARCOS. Appl Soft Comput 109:107532CrossRef
Zurück zum Zitat Deveci M, Pamucar D, Gokasar I, Delen D, Martínez L (2022) A fuzzy Einstein-based decision support system for public transportation management at times of pandemic. Knowl Based Syst 252:109414CrossRef Deveci M, Pamucar D, Gokasar I, Delen D, Martínez L (2022) A fuzzy Einstein-based decision support system for public transportation management at times of pandemic. Knowl Based Syst 252:109414CrossRef
Zurück zum Zitat Donyatalab Y, Farrokhizadeh E, Shishavan SAS, Seifi SH (2020) Hamacher aggregation operators based on interval-valued q-rung orthopair fuzzy sets and their applications to decision making problems. In: International Conference on Intelligent and Fuzzy Systems. Springer, Cham, pp 466–474 Donyatalab Y, Farrokhizadeh E, Shishavan SAS, Seifi SH (2020) Hamacher aggregation operators based on interval-valued q-rung orthopair fuzzy sets and their applications to decision making problems. In: International Conference on Intelligent and Fuzzy Systems. Springer, Cham, pp 466–474
Zurück zum Zitat Garg H (2016) A novel accuracy function under interval-valued Pythagorean fuzzy environment for solving multicriteria decision making problem. J Intell Fuzzy Syst 31(1):529–540CrossRef Garg H (2016) A novel accuracy function under interval-valued Pythagorean fuzzy environment for solving multicriteria decision making problem. J Intell Fuzzy Syst 31(1):529–540CrossRef
Zurück zum Zitat Garg H (2017) A new improved score function of an interval valued Pythagorean fuzzy set based TOPSIS method. Int J Uncertain Quantif 7(5):463–474CrossRef Garg H (2017) A new improved score function of an interval valued Pythagorean fuzzy set based TOPSIS method. Int J Uncertain Quantif 7(5):463–474CrossRef
Zurück zum Zitat Hadi A, Khan W, Khan A (2021) A novel approach to MADM problems using Fermatean fuzzy Hamacher aggregation operators. Int J Intell Syst 36(7):3464–3499CrossRef Hadi A, Khan W, Khan A (2021) A novel approach to MADM problems using Fermatean fuzzy Hamacher aggregation operators. Int J Intell Syst 36(7):3464–3499CrossRef
Zurück zum Zitat Huo X, Peng L, Xu X et al (2007) Elevated blood lead levels of children in Guiyu, an electronic waste recycling town in China. Environ Health Perspect 115(7):1113–1117PubMedPubMedCentralCrossRef Huo X, Peng L, Xu X et al (2007) Elevated blood lead levels of children in Guiyu, an electronic waste recycling town in China. Environ Health Perspect 115(7):1113–1117PubMedPubMedCentralCrossRef
Zurück zum Zitat Jan A, Khan A, Khan W, Afridi M (2021) A novel approach to MADM problems using Fermatean fuzzy Hamacher prioritized aggregation operators. Soft Comput 25(22):13897–13910CrossRef Jan A, Khan A, Khan W, Afridi M (2021) A novel approach to MADM problems using Fermatean fuzzy Hamacher prioritized aggregation operators. Soft Comput 25(22):13897–13910CrossRef
Zurück zum Zitat Jeevaraj S (2021) Ordering of interval-valued Fermatean fuzzy sets and its applications. Expert Syst Appl 185:115613CrossRef Jeevaraj S (2021) Ordering of interval-valued Fermatean fuzzy sets and its applications. Expert Syst Appl 185:115613CrossRef
Zurück zum Zitat Khan MR, Ullah K, Khan Q (2023) Multi-attribute decision-making using Archimedean aggregation operator in T-spherical fuzzy environment. Rep Mech Eng 4(1):18–38CrossRef Khan MR, Ullah K, Khan Q (2023) Multi-attribute decision-making using Archimedean aggregation operator in T-spherical fuzzy environment. Rep Mech Eng 4(1):18–38CrossRef
Zurück zum Zitat Liang W, Zhang XL, Liu MF (2015) The maximizing deviation method based on interval-valued Pythagorean fuzzy weighted aggregating operator for multiple criteria group decision analysis. Discrete Dyn Nat Soc 1:1–15MathSciNet Liang W, Zhang XL, Liu MF (2015) The maximizing deviation method based on interval-valued Pythagorean fuzzy weighted aggregating operator for multiple criteria group decision analysis. Discrete Dyn Nat Soc 1:1–15MathSciNet
Zurück zum Zitat Kamacı H, Petchimuthu S, Akcetin E (2021) Dynamic aggregation operators and Einstein operations based on interval-valued picture hesitant fuzzy information and their applications in multi-period decision making. Comput Appl Math 40(4):1–52MathSciNetCrossRef Kamacı H, Petchimuthu S, Akcetin E (2021) Dynamic aggregation operators and Einstein operations based on interval-valued picture hesitant fuzzy information and their applications in multi-period decision making. Comput Appl Math 40(4):1–52MathSciNetCrossRef
Zurück zum Zitat Liu P (2013) Some Hamacher aggregation operators based on the interval-valued intuitionistic fuzzy numbers and their application to group decision making. IEEE Trans Fuzzy Syst 22(1):83–97CrossRef Liu P (2013) Some Hamacher aggregation operators based on the interval-valued intuitionistic fuzzy numbers and their application to group decision making. IEEE Trans Fuzzy Syst 22(1):83–97CrossRef
Zurück zum Zitat Mahmood T, ur Rehman U (2022) Multi-attribute decision-making method based on bipolar complex fuzzy Maclaurin symmetric mean operators. Comput Appl Math 41(7):331MathSciNetCrossRef Mahmood T, ur Rehman U (2022) Multi-attribute decision-making method based on bipolar complex fuzzy Maclaurin symmetric mean operators. Comput Appl Math 41(7):331MathSciNetCrossRef
Zurück zum Zitat Mahmood T, Rehman UU, Ali Z (2020) Exponential and non-exponential based generalized similarity measures for complex hesitant fuzzy sets with applications. Fuzzy Inf Eng 12(1):38–70CrossRef Mahmood T, Rehman UU, Ali Z (2020) Exponential and non-exponential based generalized similarity measures for complex hesitant fuzzy sets with applications. Fuzzy Inf Eng 12(1):38–70CrossRef
Zurück zum Zitat Ongondo FO, Williams ID, Cherrett TJ (2021) How are WEEE doing? A global review of the management of electrical and electronic wastes. Waste Manag 31(4):714–730CrossRef Ongondo FO, Williams ID, Cherrett TJ (2021) How are WEEE doing? A global review of the management of electrical and electronic wastes. Waste Manag 31(4):714–730CrossRef
Zurück zum Zitat Pamucar D, Deveci M, Gokasar I, Tavana M, Köppen M (2022) A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel–Alsina norms. Technol Forecast Soc Change 182:121778CrossRef Pamucar D, Deveci M, Gokasar I, Tavana M, Köppen M (2022) A metaverse assessment model for sustainable transportation using ordinal priority approach and Aczel–Alsina norms. Technol Forecast Soc Change 182:121778CrossRef
Zurück zum Zitat Peng X, Yang Y (2016) Fundamental properties of interval-valued Pythagorean fuzzy aggregation operators. Int J Intell Syst 31(5):444–487CrossRef Peng X, Yang Y (2016) Fundamental properties of interval-valued Pythagorean fuzzy aggregation operators. Int J Intell Syst 31(5):444–487CrossRef
Zurück zum Zitat Rahman K, Abdullah S, Khan MSA (2020) Some interval-valued Pythagorean fuzzy Einstein weighted averaging aggregation operators and their application to group decision making. J Intell Syst 29(1):393–408 Rahman K, Abdullah S, Khan MSA (2020) Some interval-valued Pythagorean fuzzy Einstein weighted averaging aggregation operators and their application to group decision making. J Intell Syst 29(1):393–408
Zurück zum Zitat Rahman K, Abdullah S, Shakeel M, Khan M, Ullah M (2017) Interval-valued Pythagorean fuzzy geometric aggregation operators and their application to group decision making problem. Cogent Math 4(1):1–20MathSciNetCrossRef Rahman K, Abdullah S, Shakeel M, Khan M, Ullah M (2017) Interval-valued Pythagorean fuzzy geometric aggregation operators and their application to group decision making problem. Cogent Math 4(1):1–20MathSciNetCrossRef
Zurück zum Zitat Rani P, Mishra AR, Deveci M, Antucheviciene J (2022) New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets. Comput Ind Eng 169:108–165CrossRef Rani P, Mishra AR, Deveci M, Antucheviciene J (2022) New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets. Comput Ind Eng 169:108–165CrossRef
Zurück zum Zitat Rani P, Mishra AR (2022) Interval-valued fermatean fuzzy sets with multi-criteria weighted aggregated sum product assessment-based decision analysis framework. Neural Comput Appl 34(10):8051–8067PubMedPubMedCentralCrossRef Rani P, Mishra AR (2022) Interval-valued fermatean fuzzy sets with multi-criteria weighted aggregated sum product assessment-based decision analysis framework. Neural Comput Appl 34(10):8051–8067PubMedPubMedCentralCrossRef
Zurück zum Zitat Rani P, Mishra AR, Deveci M, Antucheviciene J (2022) New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets. Comput Ind Eng 169:108–165CrossRef Rani P, Mishra AR, Deveci M, Antucheviciene J (2022) New complex proportional assessment approach using Einstein aggregation operators and improved score function for interval-valued Fermatean fuzzy sets. Comput Ind Eng 169:108–165CrossRef
Zurück zum Zitat Rani P, Mishra AR (2021) Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection. Expert Syst Appl 182:115267CrossRef Rani P, Mishra AR (2021) Fermatean fuzzy Einstein aggregation operators-based MULTIMOORA method for electric vehicle charging station selection. Expert Syst Appl 182:115267CrossRef
Zurück zum Zitat Rani P, Mishra AR, Saha A, Hazem IM, Pamucar D (2022) Fermatean fuzzy Heronian mean operators and MEREC-based additive ratio assessment method: an application to food waste treatment technology selection. Int J Fuzzy Syst 37:2612–2647 Rani P, Mishra AR, Saha A, Hazem IM, Pamucar D (2022) Fermatean fuzzy Heronian mean operators and MEREC-based additive ratio assessment method: an application to food waste treatment technology selection. Int J Fuzzy Syst 37:2612–2647
Zurück zum Zitat Senapati T, Chen G (2021) Some novel interval-valued Pythagorean fuzzy aggregation operator based on Hamacher triangular norms and their application in MADM issues. Comput Appl Math 40(4):1–27MathSciNetCrossRef Senapati T, Chen G (2021) Some novel interval-valued Pythagorean fuzzy aggregation operator based on Hamacher triangular norms and their application in MADM issues. Comput Appl Math 40(4):1–27MathSciNetCrossRef
Zurück zum Zitat Senapati T, Yager RR (2020) Fermatean fuzzy sets. J Ambient Intell Humaniz Comput 11:663–674CrossRef Senapati T, Yager RR (2020) Fermatean fuzzy sets. J Ambient Intell Humaniz Comput 11:663–674CrossRef
Zurück zum Zitat Sergi D, Sari IU, Senapati T (2022) Extension of capital budgeting techniques using interval-valued Fermatean fuzzy sets. J Intell Fuzzy Syst 42(1):365–376CrossRef Sergi D, Sari IU, Senapati T (2022) Extension of capital budgeting techniques using interval-valued Fermatean fuzzy sets. J Intell Fuzzy Syst 42(1):365–376CrossRef
Zurück zum Zitat Shahzadi G, Akram M (2021) Group decision-making for the selection of an antivirus mask under Fermatean fuzzy soft information. J Intell Fuzzy Syst 40(1):1401–1416CrossRef Shahzadi G, Akram M (2021) Group decision-making for the selection of an antivirus mask under Fermatean fuzzy soft information. J Intell Fuzzy Syst 40(1):1401–1416CrossRef
Zurück zum Zitat Wang L, Garg H, Li N (2021) Pythagorean fuzzy interactive Hamacher power aggregation operators for assessment of express service quality with entropy weight. Soft Comput 25(2):973–993CrossRef Wang L, Garg H, Li N (2021) Pythagorean fuzzy interactive Hamacher power aggregation operators for assessment of express service quality with entropy weight. Soft Comput 25(2):973–993CrossRef
Zurück zum Zitat Wang W, Liu X (2012) Intuitionistic fuzzy information aggregation using Einstein operations. IEEE Trans Fuzzy Syst 20(5):923–938CrossRef Wang W, Liu X (2012) Intuitionistic fuzzy information aggregation using Einstein operations. IEEE Trans Fuzzy Syst 20(5):923–938CrossRef
Zurück zum Zitat Waseem N, Akram M, Alcantud JCR (2019) Multi-attribute decision-making based on m-polar fuzzy Hamacher aggregation operators. Symmetry 11(12):1498ADSCrossRef Waseem N, Akram M, Alcantud JCR (2019) Multi-attribute decision-making based on m-polar fuzzy Hamacher aggregation operators. Symmetry 11(12):1498ADSCrossRef
Zurück zum Zitat Wei G (2017) Pythagorean fuzzy interaction aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy Syst 33(4):2119–2132CrossRef Wei G (2017) Pythagorean fuzzy interaction aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy Syst 33(4):2119–2132CrossRef
Zurück zum Zitat Wei GW (2019) Pythagorean fuzzy Hamacher power aggregation operators in multiple attribute decision making. Fundam Inform 166(1):57–85MathSciNetCrossRef Wei GW (2019) Pythagorean fuzzy Hamacher power aggregation operators in multiple attribute decision making. Fundam Inform 166(1):57–85MathSciNetCrossRef
Zurück zum Zitat Wong MH, Wu SC, Deng WJ et al (2007) Export of toxic chemicals—a review of the case of uncontrolled electronic-waste recycling. Environ Pollut 149:131–140PubMedCrossRef Wong MH, Wu SC, Deng WJ et al (2007) Export of toxic chemicals—a review of the case of uncontrolled electronic-waste recycling. Environ Pollut 149:131–140PubMedCrossRef
Zurück zum Zitat Wu SJ, Wei GW (2017) Pythagorean fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. Int J Knowl Based Intell Eng Syst 21(3):189–201 Wu SJ, Wei GW (2017) Pythagorean fuzzy Hamacher aggregation operators and their application to multiple attribute decision making. Int J Knowl Based Intell Eng Syst 21(3):189–201
Zurück zum Zitat Ilieva G, Yankova T (2022) Extension of interval-valued Fermatean fuzzy TOPSIS for evaluating and benchmarking COVID-19 vaccines. Mathematics 10(19):3514CrossRef Ilieva G, Yankova T (2022) Extension of interval-valued Fermatean fuzzy TOPSIS for evaluating and benchmarking COVID-19 vaccines. Mathematics 10(19):3514CrossRef
Zurück zum Zitat Xu C, Shen J (2021) Multi-criteria decision making and pattern recognition based on similarity measures for Fermatean fuzzy sets. J Intell Fuzzy Syst 41(6):5847–5863CrossRef Xu C, Shen J (2021) Multi-criteria decision making and pattern recognition based on similarity measures for Fermatean fuzzy sets. J Intell Fuzzy Syst 41(6):5847–5863CrossRef
Zurück zum Zitat Yager RR (2014) Pythagorean membership grades in multi criteria decision making. IEEE Trans Fuzzy Syst 22:958–965CrossRef Yager RR (2014) Pythagorean membership grades in multi criteria decision making. IEEE Trans Fuzzy Syst 22:958–965CrossRef
Zurück zum Zitat Yager RR (2017) Generalized orthopair fuzzy sets. IEEE Trans Fuzzy Syst 25(5):1222–1230CrossRef Yager RR (2017) Generalized orthopair fuzzy sets. IEEE Trans Fuzzy Syst 25(5):1222–1230CrossRef
Zurück zum Zitat Yu J, Willams E, Ju M, Shao C (2010) Managing e-waste in China: policies, pilot projects and alternative approaches. Resour Conserv Recycl 54(11):991–999CrossRef Yu J, Willams E, Ju M, Shao C (2010) Managing e-waste in China: policies, pilot projects and alternative approaches. Resour Conserv Recycl 54(11):991–999CrossRef
Zurück zum Zitat Zhao X, Wei G (2013) Some intuitionistic fuzzy Einstein hybrid aggregation operators and their application to multiple attribute decision making. Knowl Based Syst 37:472–479 Zhao X, Wei G (2013) Some intuitionistic fuzzy Einstein hybrid aggregation operators and their application to multiple attribute decision making. Knowl Based Syst 37:472–479
Zurück zum Zitat Zhou B, Chen J, Wu Q, Pamucar D, Wang W, Zhou L (2022) Risk priority evaluation of power transformer parts based on hybrid FMEA framework under hesitant fuzzy environment. Facta Univ Ser Mech Eng 20(2):399–420 Zhou B, Chen J, Wu Q, Pamucar D, Wang W, Zhou L (2022) Risk priority evaluation of power transformer parts based on hybrid FMEA framework under hesitant fuzzy environment. Facta Univ Ser Mech Eng 20(2):399–420
Metadaten
Titel
A decision-making technique under interval-valued Fermatean fuzzy Hamacher interactive aggregation operators
verfasst von
Gulfam Shahzadi
Anam Luqman
Faruk Karaaslan
Publikationsdatum
09.06.2023
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-023-08479-0

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