{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T15:22:54Z","timestamp":1772119374830,"version":"3.50.1"},"reference-count":60,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T00:00:00Z","timestamp":1765497600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T00:00:00Z","timestamp":1765497600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1007\/s00500-025-10956-7","type":"journal-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T10:00:18Z","timestamp":1765533618000},"page":"543-559","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Adaptation of a novel intuitionistic fuzzy distance metric into TOPSIS, VIKOR, and CODAS methods: A case study on material selection for chest compression device body"],"prefix":"10.1007","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4004-2400","authenticated-orcid":false,"given":"Ahmet","family":"Ka\u011f\u0131zman","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9658-2153","authenticated-orcid":false,"given":"Volkan","family":"Sezer","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,12,12]]},"reference":[{"issue":"5","key":"10956_CR1","doi-asserted-by":"publisher","first-page":"4567","DOI":"10.1016\/j.ijhydene.2020.10.232","volume":"46","author":"M Abdel-Basset","year":"2021","unstructured":"Abdel-Basset M, Gamal A, Chakrabortty RK, Ryan MJ (2021) Evaluation of sustainable hydrogen production options using an advanced hybrid MCDM approach: a case study. Int J Hydrog Energy 46(5):4567\u20134591","journal-title":"Int J Hydrog Energy"},{"issue":"3","key":"10956_CR2","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1001\/jama.293.3.305","volume":"293","author":"BS Abella","year":"2005","unstructured":"Abella BS, Alvarado JP, Myklebust H, Edelson DP, Barry A, O\u2019Hearn N et al (2005) Quality of cardiopulmonary resuscitation during in-hospital cardiac arrest. JAMA 293(3):305\u2013310","journal-title":"JAMA"},{"key":"10956_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.orhc.2020.100257","volume":"25","author":"A Ahmed","year":"2020","unstructured":"Ahmed A, Ali H (2020) Modeling patient preference in an operating room scheduling problem. Oper Res Health Care 25:100257","journal-title":"Oper Res Health Care"},{"issue":"4","key":"10956_CR4","first-page":"349","volume":"20","author":"G Altuntas","year":"2021","unstructured":"Altuntas G, Yildirim BF, Demirci E (2021) An intuitionistic fuzzy VIKOR model for student-employee selection in universities. Int J Manag Decis Mak 20(4):349\u2013375","journal-title":"Int J Manag Decis Mak"},{"issue":"10","key":"10956_CR5","doi-asserted-by":"publisher","first-page":"27167","DOI":"10.3934\/math.20241321","volume":"9","author":"S Alyobi","year":"2024","unstructured":"Alyobi S, Alharthi M, Alrashedi Y (2024) Pythagorean hesitant fuzzy rough multi-attribute decision-making method with application to wearable health technology devices. AIMS Math 9(10):27167\u201327204","journal-title":"AIMS Math"},{"key":"10956_CR60","unstructured":"American Heart Association (AHA) (2020) Highlighths of the 2020 American Heart Association Guidelines for CPR and ECC. Retrieved from https:\/\/cpr.heart.org\/-\/media\/cpr-files\/cpr-guidelinesfiles\/highlights\/hghlghts_2020_ecc_guidelines_english.pdf"},{"issue":"1","key":"10956_CR6","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","volume":"20","author":"KT Atanassov","year":"1986","unstructured":"Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87\u201396","journal-title":"Fuzzy Sets Syst"},{"key":"10956_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-7908-1870-3","volume-title":"Intuitionistic fuzzy sets","author":"KT Atanassov","year":"1999","unstructured":"Atanassov KT (1999) Intuitionistic fuzzy sets. Intuitionistic fuzzy sets. pp 1\u2013137"},{"issue":"8\u20139","key":"10956_CR8","doi-asserted-by":"publisher","first-page":"4471","DOI":"10.1016\/j.matdes.2011.03.046","volume":"32","author":"M Bahraminasab","year":"2011","unstructured":"Bahraminasab M, Jahan A (2011) Material selection for femoral component of total knee replacement using comprehensive VIKOR. Mater Des 32(8\u20139):4471\u20134477","journal-title":"Mater Des"},{"issue":"8","key":"10956_CR9","doi-asserted-by":"publisher","first-page":"11363","DOI":"10.1016\/j.eswa.2009.03.039","volume":"36","author":"FE Boran","year":"2009","unstructured":"Boran FE, Gen\u00e7 S, Kurt M, Akay D (2009) A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Syst Appl 36(8):11363\u201311368","journal-title":"Expert Syst Appl"},{"key":"10956_CR10","doi-asserted-by":"crossref","unstructured":"Can GF, Tokta\u015f P, Pakdil F (2021) Six Sigma project prioritization and selection using AHP\u2013CODAS integration: A case study in healthcare industry. IEEE Trans Eng Manage 70(10):3587\u20133600","DOI":"10.1109\/TEM.2021.3100795"},{"issue":"3","key":"10956_CR11","first-page":"581","volume":"9","author":"S Chaube","year":"2024","unstructured":"Chaube S, Pant S, Kumar A, Uniyal S, Singh MK, Kotecha K, Kumar A (2024) An overview of multi\u2013criteria decision analysis and the applications of AHP and TOPSIS methods. Int J Math Eng Manag Sci 9(3):581\u2013615","journal-title":"Int J Math Eng Manag Sci"},{"key":"10956_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107103","volume":"102","author":"L Chen","year":"2021","unstructured":"Chen L, Pan W (2021) Review fuzzy multi-criteria decision-making in construction management using a network approach. Appl Soft Comput 102:107103","journal-title":"Appl Soft Comput"},{"key":"10956_CR13","doi-asserted-by":"crossref","unstructured":"Chiclana F, Herrera F, Herrera-Viedma E (2002) The ordered weighted geometric operator: properties and application in MCDM problems. Technol Constructing Intell Syst 2: Tools 90:173\u2013183","DOI":"10.1007\/978-3-7908-1796-6_14"},{"key":"10956_CR14","first-page":"1167","volume":"47","author":"SS Das","year":"2021","unstructured":"Das SS, Chakraborti P, Sarangi PK (2021) Fabrication and selection of suitable biomaterials for acetabular liner of hip implants by using TOPSIS method. Materials Today: Proceedings 47:1167\u20131172","journal-title":"Materials Today: Proceedings"},{"key":"10956_CR15","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106660","volume":"96","author":"K Deveci","year":"2020","unstructured":"Deveci K, Cin R, Ka\u011f\u0131zman A (2020) A modified interval valued intuitionistic fuzzy CODAS method and its application to multi-criteria selection among renewable energy alternatives in Turkey. Appl Soft Comput 96:106660","journal-title":"Appl Soft Comput"},{"issue":"2","key":"10956_CR16","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1007\/s13246-017-0537-3","volume":"40","author":"S Eichhorn","year":"2017","unstructured":"Eichhorn S, Garcia AM, Polski M, Spindler J, Stroh A, Heller M et al (2017) Corpuls cpr resuscitation device generates superior emulated flows and pressures than LUCAS II in a mechanical thorax model. Australas Phys Eng Sci Med 40(2):441\u2013447","journal-title":"Australas Phys Eng Sci Med"},{"key":"10956_CR17","unstructured":"Gabus A, Fontela E (1974) World problems, an invitation to further thought within the framework of DEMATEL. Battelle Geneva Res Cent"},{"issue":"11","key":"10956_CR18","doi-asserted-by":"publisher","first-page":"2214","DOI":"10.1016\/j.jacc.2004.08.061","volume":"44","author":"HR Halperin","year":"2004","unstructured":"Halperin HR, Paradis N, Ornato JP, Zviman M, LaCorte J, Lardo A et al (2004) Cardiopulmonary resuscitation with a novel chest compression device in a Porcine model of cardiac arrest: improved hemodynamics and mechanisms. J Am Coll Cardiol 44(11):2214\u20132220","journal-title":"J Am Coll Cardiol"},{"issue":"3","key":"10956_CR19","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1016\/j.resuscitation.2007.01.002","volume":"73","author":"PaulR. Harrison","year":"2007","unstructured":"Harrison Paul R. (2007) A history of mechanical devices for providing external chest compressions. Resuscitation 73(3):330\u2013336","journal-title":"Resuscitation"},{"key":"10956_CR21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-48318-9","volume-title":"Methods for Multiple Attribute Decision Making","author":"C-L Hwang","year":"1981","unstructured":"Hwang C-L, Yoon K (1981) Methods for Multiple Attribute Decision Making"},{"issue":"2","key":"10956_CR23","first-page":"321","volume":"20","author":"W Jianqiang","year":"2009","unstructured":"Jianqiang W, Zhong Z (2009) Aggregation operators on intuitionistic trapezoidal fuzzy number and its application to multi-criteria decision making problems. J Syst Eng Electron 20(2):321\u2013326","journal-title":"J Syst Eng Electron"},{"issue":"2","key":"10956_CR24","first-page":"1137","volume":"39","author":"A Ka\u011f\u0131zman","year":"2023","unstructured":"Ka\u011f\u0131zman A, Sezer V (2023) Design and simulation of a novel high acceleration chest compression device. Journal of the Faculty of Engineering and Architecture of Gazi University 39(2):1137\u20131152","journal-title":"Journal of the Faculty of Engineering and Architecture of Gazi University"},{"key":"10956_CR25","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2024.101724","volume":"55","author":"A Ka\u011f\u0131zman","year":"2024","unstructured":"Ka\u011f\u0131zman A, Sezer V (2024) Design and fabrication of a new chest compression device with a specialized piston and bayonet lock mechanism. Engineering Science and Technology, an International Journal 55:101724","journal-title":"Engineering Science and Technology, an International Journal"},{"key":"10956_CR26","doi-asserted-by":"publisher","unstructured":"Ka\u011f\u0131zman A (2022) Automatic Chest Compression Device, Turkish Patent and Trademark Office, TR Patent No: 2019 11852 B. Available at: https:\/\/doi.org\/10.5281\/zenodo.15116943","DOI":"10.5281\/zenodo.15116943"},{"key":"10956_CR27","doi-asserted-by":"publisher","unstructured":"Ka\u011f\u0131zman A (2025) Automatic Multi-Bolt Bayonet Lock System with a Single Mechanism in the Bayonet and Radial and Axial Locking Function, Turkish Patent and Trademark Office, TR Patent No: 2023 004971 B. Available at: https:\/\/doi.org\/10.5281\/zenodo.15117105","DOI":"10.5281\/zenodo.15117105"},{"key":"10956_CR22","doi-asserted-by":"crossref","unstructured":"Karnik NN, Mendel JM (1998) Introduction to type-2 fuzzy logic systems, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No. 98CH36228) 2:915\u2013920","DOI":"10.1109\/FUZZY.1998.686240"},{"issue":"3","key":"10956_CR28","doi-asserted-by":"publisher","first-page":"435","DOI":"10.15388\/Informatica.2015.57","volume":"26","author":"M Keshavarz Ghorabaee","year":"2015","unstructured":"Keshavarz Ghorabaee M, Zavadskas EK, Olfat L, Turskis Z (2015) Multi-criteria inventory classification using a new method of evaluation based on distance from average solution (EDAS). Informatica 26(3):435\u2013451","journal-title":"Informatica"},{"key":"10956_CR29","unstructured":"Keshavarz Ghorabaee M, Zavadskas EK, Turskis Z, Antucheviciene J (2016) A new comb\u0131nat\u0131ve d\u0131stance-based assessment (codas) method for mult\u0131-cr\u0131ter\u0131A dec\u0131s\u0131on-mak\u0131ng. Economic Comput Economic Cybernetics Stud Res 50(3):25\u201344"},{"key":"10956_CR30","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1161\/CIR.0000000000000259","volume":"132","author":"ME Kleinman","year":"2015","unstructured":"Kleinman ME, Brennan EE, Goldberger ZD, Swor RA, Terry M, Bobrow BJ et al (2015) Part 5: adult basic life support and cardiopulmonary resuscitation quality: 2015 American Heart Association guidelines update for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation 132:414\u2013435","journal-title":"Circulation"},{"issue":"1","key":"10956_CR31","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1007\/s44196-024-00487-8","volume":"17","author":"AR Komijan","year":"2024","unstructured":"Komijan AR, Yazdi AK, Tan Y, Ocampo L, Nasrollahpourniazi F (2024) Spherical fuzzy multicriteria decision making for evaluating healthcare service quality of hospitals during the global pandemic. Int J Comput Intell Syst 17(1):105","journal-title":"Int J Comput Intell Syst"},{"issue":"1","key":"10956_CR32","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1016\/j.resuscitation.2006.08.027","volume":"73","author":"H Krep","year":"2007","unstructured":"Krep H, Mamier M, Breil M, Heister U, Fischer M, Hoeft A (2007) Out-of-hospital cardiopulmonary resuscitation with the AutoPulse\u2122 system: a prospective observational study with a new load-distributing band chest compression device. Resuscitation 73(1):86\u201395","journal-title":"Resuscitation"},{"key":"10956_CR33","doi-asserted-by":"publisher","first-page":"1428","DOI":"10.1016\/j.renene.2022.03.081","volume":"189","author":"R Krishankumar","year":"2022","unstructured":"Krishankumar R, Pamucar D, Deveci M, Aggarwal M, Ravichandran KS (2022) Assessment of renewable energy sources for smart cities\u2019 demand satisfaction using multi-hesitant fuzzy linguistic based choquet integral approach. Renew Energy 189:1428\u20131442","journal-title":"Renew Energy"},{"issue":"1","key":"10956_CR34","doi-asserted-by":"publisher","first-page":"185","DOI":"10.31181\/dma31202569","volume":"3","author":"R Kumar","year":"2025","unstructured":"Kumar R (2025) A comprehensive review of MCDM methods, applications, and emerging trends. Decis Mak Adv 3(1):185\u2013199","journal-title":"Decis Mak Adv"},{"key":"10956_CR35","doi-asserted-by":"crossref","unstructured":"Kutlu G\u00fcndo\u011fdu F, Kahraman C (2019) Spherical fuzzy sets and spherical fuzzy TOPSIS method. J Intell Fuzzy Syst 36(1):337\u2013352","DOI":"10.3233\/JIFS-181401"},{"issue":"3","key":"10956_CR36","doi-asserted-by":"publisher","first-page":"454","DOI":"10.1016\/j.resuscitation.2007.05.007","volume":"75","author":"AI Larsen","year":"2007","unstructured":"Larsen AI, Hj\u00f8rnevik \u00c5S, Ellingsen CL, Nilsen DWT (2007) Cardiac arrest with continuous mechanical chest compression during percutaneous coronary intervention: a report on the use of the LUCAS device. Resuscitation 75(3):454\u2013459","journal-title":"Resuscitation"},{"key":"10956_CR37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.125175","volume":"281","author":"VK Manupati","year":"2021","unstructured":"Manupati VK, Ramkumar M, Baba V, Agarwal A (2021) Selection of the best healthcare waste disposal techniques during and post COVID-19 pandemic era. J Clean Prod 281:125175","journal-title":"J Clean Prod"},{"key":"10956_CR38","doi-asserted-by":"publisher","first-page":"202","DOI":"10.1016\/j.eswa.2019.07.002","volume":"137","author":"A Mardani","year":"2019","unstructured":"Mardani A, Hooker RE, Ozkul S, Yifan S, Nilashi M, Sabzi HZ et al (2019) Application of decision making and fuzzy sets theory to evaluate the healthcare and medical problems: a review of three decades of research with recent developments. Expert Syst Appl 137:202\u2013231","journal-title":"Expert Syst Appl"},{"issue":"6","key":"10956_CR39","doi-asserted-by":"publisher","first-page":"118","DOI":"10.1016\/j.jelectrocard.2007.06.023","volume":"40","author":"R Mehra","year":"2007","unstructured":"Mehra R (2007) Global public health problem of sudden cardiac death. J Electrocardiol 40(6):118\u2013122","journal-title":"J Electrocardiol"},{"key":"10956_CR40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.122807","volume":"272","author":"AR Mishra","year":"2020","unstructured":"Mishra AR, Mardani A, Rani P, Zavadskas EK (2020) A novel EDAS approach on intuitionistic fuzzy set for assessment of health-care waste disposal technology using new parametric divergence measures. J Clean Prod 272:122807","journal-title":"J Clean Prod"},{"issue":"1","key":"10956_CR41","doi-asserted-by":"publisher","first-page":"19212","DOI":"10.1038\/s41598-025-03795-x","volume":"15","author":"M Nazir","year":"2025","unstructured":"Nazir M, Ali Z, Hussain A, Ullah K, Saidani O (2025) Decision based algorithm for circular pythagorean fuzzy framework and advanced petroleum exploration methods. Sci Rep 15(1):19212","journal-title":"Sci Rep"},{"issue":"1","key":"10956_CR42","first-page":"5","volume":"2","author":"S Opricovic","year":"1998","unstructured":"Opricovic S (1998) Multicriteria optimization of civil engineering systems. Fac Civ Eng Belgrade 2(1):5\u201321","journal-title":"Fac Civ Eng Belgrade"},{"key":"10956_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijdrr.2020.101748","volume":"49","author":"M Ortiz Barrios","year":"2020","unstructured":"Ortiz Barrios M, Gul M, L\u00f3pez Meza P, Yucesan M, Navarro Jim\u00e9nez E (2020) Evaluation of hospital disaster preparedness by a multi-criteria decision making approach: the case of Turkish hospitals. Int J Disaster Risk Reduct 49:101748","journal-title":"Int J Disaster Risk Reduct"},{"key":"10956_CR44","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.resuscitation.2015.07.041","volume":"95","author":"GD Perkins","year":"2015","unstructured":"Perkins GD, Travers AH, Berg RA, Castren M, Considine J, Escalante R et al (2015) Part 3: adult basic life support and automated external defibrillation: 2015 international consensus on cardiopulmonary resuscitation and emergency cardiovascular care science with treatment recommendations. Resuscitation 95:43\u201369","journal-title":"Resuscitation"},{"key":"10956_CR46","doi-asserted-by":"publisher","first-page":"490","DOI":"10.1016\/j.ins.2017.08.070","volume":"420","author":"P Ren","year":"2017","unstructured":"Ren P, Xu Z, Liao H, Zeng XJ (2017) A thermodynamic method of intuitionistic fuzzy MCDM to assist the hierarchical medical system in China. Inf Sci 420:490\u2013504","journal-title":"Inf Sci"},{"key":"10956_CR20","unstructured":"Roy B (1972) How outranking relation helps multiple criteria decision making. SEMA (Metra International), Direction Scientifique"},{"issue":"3","key":"10956_CR47","doi-asserted-by":"publisher","first-page":"393","DOI":"10.3390\/sym11030393","volume":"11","author":"J Roy","year":"2019","unstructured":"Roy J, Das S, Kar S, Pamu\u010dar D (2019) An extension of the CODAS approach using Interval-Valued intuitionistic fuzzy set for sustainable material selection in construction projects with incomplete weight information. Symmetry 11(3):393","journal-title":"Symmetry"},{"issue":"10","key":"10956_CR48","doi-asserted-by":"publisher","first-page":"2301","DOI":"10.1108\/IJQRM-07-2022-0212","volume":"40","author":"S Senapati","year":"2023","unstructured":"Senapati S, Panda RK (2023) Enriching healthcare service quality by leveraging service experiences in Indian private hospitals: application of fuzzy\u2013AHP approach. Int J Qual Reliab Manage 40(10):2301\u20132325","journal-title":"Int J Qual Reliab Manage"},{"issue":"9","key":"10956_CR49","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1016\/j.resuscitation.2009.06.002","volume":"80","author":"NT Sugerman","year":"2009","unstructured":"Sugerman NT, Edelson DP, Leary M, Weidman EK, Herzberg DL, Hoek TL et al (2009) Rescuer fatigue during actual in-hospital cardiopulmonary resuscitation with audiovisual feedback: a prospective multicenter study. Resuscitation 80(9):981\u2013984","journal-title":"Resuscitation"},{"key":"10956_CR50","doi-asserted-by":"publisher","DOI":"10.1007\/s001639870001","author":"NP Suh","year":"1998","unstructured":"Suh NP (1998) Axiomatic Design Theory for Systems. Res Eng Des. https:\/\/doi.org\/10.1007\/s001639870001","journal-title":"Res Eng Des"},{"issue":"11","key":"10956_CR51","doi-asserted-by":"publisher","first-page":"5007","DOI":"10.3390\/su17115007","volume":"17","author":"B Tighnavard","year":"2025","unstructured":"Tighnavard B, Aldrovandi S, Sher W (2025) A systematic review of implementing Multi\u2013Criteria Decision\u2013Making (MCDM) approaches for the circular economy and cost assessment. Sustainability 17(11):5007","journal-title":"Sustainability"},{"issue":"6","key":"10956_CR52","first-page":"529","volume":"25","author":"V Torra","year":"2010","unstructured":"Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):529\u2013539","journal-title":"Int J Intell Syst"},{"key":"10956_CR53","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1161\/CIRCULATIONAHA.110.970913","volume":"122","author":"AH Travers","year":"2010","unstructured":"Travers AH, Rea TD, Bobrow BJ, Edelson DP, Berg RA, Sayre MR et al (2010) Part 4: CPR overview: 2010 American Heart Association guidelines for cardiopulmonary resuscitation and emergency cardiovascular care. Circulation 122:676\u2013684","journal-title":"Circulation"},{"issue":"1","key":"10956_CR54","doi-asserted-by":"publisher","first-page":"26407","DOI":"10.1038\/s41598-024-71224-6","volume":"14","author":"G Wang","year":"2024","unstructured":"Wang G, Shao Q (2024) Design of a smart medical service quality evaluation system based on a hybrid multi\u2013criteria decision model. Sci Rep 14(1):26407","journal-title":"Sci Rep"},{"key":"10956_CR55","doi-asserted-by":"publisher","first-page":"101723","DOI":"10.1016\/j.seta.2021.101723","volume":"50","author":"Z Wu","year":"2022","unstructured":"Wu Z, Khalilpour K, H\u00e4m\u00e4l\u00e4inen RP (2022) A decision support tool for multi-attribute evaluation of demand-side commercial battery storage products. Sustain Energy Technol Assess 50:101723. https:\/\/doi.org\/10.1016\/j.seta.2021.101723","journal-title":"Sustain Energy Technol Assess"},{"key":"10956_CR56","doi-asserted-by":"crossref","unstructured":"Xu Z (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15(6):1179\u20131187","DOI":"10.1109\/TFUZZ.2006.890678"},{"issue":"1","key":"10956_CR57","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1080\/03081078608934952","volume":"13","author":"RR Yager","year":"1986","unstructured":"Yager RR (1986) On the theory of bags. Int J Gen Syst 13(1):23\u201337","journal-title":"Int J Gen Syst"},{"key":"10956_CR45","doi-asserted-by":"crossref","unstructured":"Yager RR (2013) Pythagorean fuzzy subsets, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA\/NAFIPS), 57\u201361","DOI":"10.1109\/IFSA-NAFIPS.2013.6608375"},{"issue":"1","key":"10956_CR58","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/0165-0114(78)90029-5","volume":"1","author":"LA Zadeh","year":"1978","unstructured":"Zadeh LA (1978) Fuzzy sets as a basis for a theory of possibility. Fuzzy Sets Syst 1(1):3\u201328","journal-title":"Fuzzy Sets Syst"},{"key":"10956_CR59","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.ins.2019.06.043","volume":"502","author":"K Zhang","year":"2019","unstructured":"Zhang K, Zhan J, Yao Y (2019) TOPSIS method based on a fuzzy covering approximation space: an application to biological nano-materials selection. Inf Sci 502:297\u2013329","journal-title":"Inf Sci"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-025-10956-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-025-10956-7","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-025-10956-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T17:03:23Z","timestamp":1769792603000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-025-10956-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,12]]},"references-count":60,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2026,1]]}},"alternative-id":["10956"],"URL":"https:\/\/doi.org\/10.1007\/s00500-025-10956-7","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-5644969\/v1","asserted-by":"object"}]},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,12]]},"assertion":[{"value":"18 December 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 October 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 December 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}