{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T22:48:02Z","timestamp":1761864482365,"version":"3.37.3"},"reference-count":51,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2022,11,30]],"date-time":"2022-11-30T00:00:00Z","timestamp":1669766400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,11,30]],"date-time":"2022-11-30T00:00:00Z","timestamp":1669766400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100007446","name":"King Khalid University","doi-asserted-by":"publisher","award":["R.G.P.2\/48\/43"],"award-info":[{"award-number":["R.G.P.2\/48\/43"]}],"id":[{"id":"10.13039\/501100007446","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Comp. Appl. Math."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s40314-022-02103-x","type":"journal-article","created":{"date-parts":[[2022,11,30]],"date-time":"2022-11-30T20:07:50Z","timestamp":1669838870000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["On some measures of similarity and entropy for Pythagorean fuzzy sets with their applications"],"prefix":"10.1007","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0136-7758","authenticated-orcid":false,"given":"Abdul Haseeb","family":"Ganie","sequence":"first","affiliation":[]},{"given":"Surender","family":"Singh","sequence":"additional","affiliation":[]},{"given":"Mohammed M.","family":"Khalaf","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6124-9043","authenticated-orcid":false,"given":"Mohammed M. Ali","family":"Al-Shamiri","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,11,30]]},"reference":[{"key":"2103_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41066-018-0132-3","volume":"5","author":"M Akram","year":"2020","unstructured":"Akram M, Ali G (2020) Hybrid models for decision-making based on rough Pythagorean fuzzy bipolar soft information. Granul Comput 5:1\u201315. https:\/\/doi.org\/10.1007\/s41066-018-0132-3","journal-title":"Granul Comput"},{"key":"2103_CR2","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 20:87\u201396. https:\/\/doi.org\/10.1016\/S0165-0114(86)80034-3","journal-title":"Fuzzy Sets Syst"},{"key":"2103_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0165-0114(97)00377-1","volume":"114","author":"C-T Chen","year":"2000","unstructured":"Chen C-T (2000) Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets Syst 114:1\u20139. https:\/\/doi.org\/10.1016\/S0165-0114(97)00377-1","journal-title":"Fuzzy Sets Syst"},{"key":"2103_CR4","doi-asserted-by":"crossref","unstructured":"Cuong BC, Kreinovich V (2013) Picture fuzzy sets\u2014a new concept for computational intelligence problems. In: 2013 Third World Congress on Information and Communication Technologies (WICT 2013). IEEE, pp 1\u20136","DOI":"10.1109\/WICT.2013.7113099"},{"key":"2103_CR19","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1016\/s0165-0114(98)00191-2","volume":"114","author":"S De Kumar","year":"2000","unstructured":"De Kumar S, Biswas R, Roy AR (2000) Some operations on intuitionistic fuzzy sets. Fuzzy Sets Syst 114:477\u2013484. https:\/\/doi.org\/10.1016\/s0165-0114(98)00191-2","journal-title":"Fuzzy Sets Syst"},{"key":"2103_CR5","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1007\/s41066-018-00149-z","volume":"5","author":"PA Ejegwa","year":"2020","unstructured":"Ejegwa PA (2020a) Distance and similarity measures for Pythagorean fuzzy sets. Granul Comput 5:225\u2013238. https:\/\/doi.org\/10.1007\/s41066-018-00149-z","journal-title":"Granul Comput"},{"key":"2103_CR6","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1007\/s41066-019-00156-8","volume":"5","author":"PA Ejegwa","year":"2020","unstructured":"Ejegwa PA (2020b) Improved composite relation for Pythagorean fuzzy sets and its application to medical diagnosis. Granul Comput 5:277\u2013286. https:\/\/doi.org\/10.1007\/s41066-019-00156-8","journal-title":"Granul Comput"},{"key":"2103_CR7","doi-asserted-by":"publisher","first-page":"886","DOI":"10.1002\/int.21809","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg H (2016) A new generalized Pythagorean fuzzy information aggregation using Einstein operations and its application to decision making. Int J Intell Syst 31:886\u2013920. https:\/\/doi.org\/10.1002\/int.21809","journal-title":"Int J Intell Syst"},{"key":"2103_CR8","doi-asserted-by":"publisher","first-page":"597","DOI":"10.1002\/int.21860","volume":"32","author":"H Garg","year":"2017","unstructured":"Garg H (2017) Generalized Pythagorean fuzzy geometric aggregation operators using Einstein t-norm and t-conorm for multicriteria decision-making process. Int J Intell Syst 32:597\u2013630. https:\/\/doi.org\/10.1002\/int.21860","journal-title":"Int J Intell Syst"},{"key":"2103_CR9","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1002\/int.22067","volume":"34","author":"H Garg","year":"2019","unstructured":"Garg H (2019a) Hesitant Pythagorean fuzzy Maclaurin symmetric mean operators and its applications to multiattribute decision-making process. Int J Intell Syst 34:601\u2013626. https:\/\/doi.org\/10.1002\/int.22067","journal-title":"Int J Intell Syst"},{"key":"2103_CR10","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1002\/int.22043","volume":"34","author":"H Garg","year":"2019","unstructured":"Garg H (2019b) New logarithmic operational laws and their aggregation operators for Pythagorean fuzzy set and their applications. Int J Intell Syst 34:82\u2013106. https:\/\/doi.org\/10.1002\/int.22043","journal-title":"Int J Intell Syst"},{"key":"2103_CR11","doi-asserted-by":"publisher","first-page":"2633","DOI":"10.1002\/int.22169","volume":"34","author":"Z Hussian","year":"2019","unstructured":"Hussian Z, Yang M (2019) Distance and similarity measures of Pythagorean fuzzy sets based on the Hausdorff metric with application to fuzzy TOPSIS. Int J Intell Syst 34:2633\u20132654. https:\/\/doi.org\/10.1002\/int.22169","journal-title":"Int J Intell Syst"},{"key":"2103_CR12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-48318-9","volume-title":"Multiple attribute decision making","author":"C-L Hwang","year":"1981","unstructured":"Hwang C-L, Yoon K (1981) Multiple attribute decision making. Springer, Berlin"},{"key":"2103_CR13","doi-asserted-by":"publisher","first-page":"6133","DOI":"10.1002\/int.22545","volume":"36","author":"MJ Khan","year":"2021","unstructured":"Khan MJ, Alcantud JCR, Kumam P et al (2021a) An axiomatically supported divergence measures for q-rung orthopair fuzzy sets. Int J Intell Syst 36:6133\u20136155. https:\/\/doi.org\/10.1002\/int.22545","journal-title":"Int J Intell Syst"},{"key":"2103_CR14","doi-asserted-by":"publisher","first-page":"1807","DOI":"10.1002\/int.22757","volume":"37","author":"MJ Khan","year":"2022","unstructured":"Khan MJ, Ali MI, Kumam P et al (2022) Improved generalized dissimilarity measure-based VIKOR method for Pythagorean fuzzy sets. Int J Intell Syst 37:1807\u20131845. https:\/\/doi.org\/10.1002\/int.22757","journal-title":"Int J Intell Syst"},{"key":"2103_CR15","doi-asserted-by":"publisher","first-page":"93497","DOI":"10.1109\/ACCESS.2021.3091179","volume":"9","author":"MJ Khan","year":"2021","unstructured":"Khan MJ, Ali MI, Kumam P et al (2021b) q-Rung orthopair fuzzy modified dissimilarity measure based robust VIKOR method and its applications in mass vaccination campaigns in the context of COVID-19. IEEE Access 9:93497\u201393515. https:\/\/doi.org\/10.1109\/ACCESS.2021.3091179","journal-title":"IEEE Access"},{"key":"2103_CR16","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-021-00425-7","author":"MJ Khan","year":"2021","unstructured":"Khan MJ, Kumam P, Alreshidi NA, Kumam W (2021c) Improved cosine and cotangent function-based similarity measures for q-rung orthopair fuzzy sets and TOPSIS method. Complex Intell Syst. https:\/\/doi.org\/10.1007\/s40747-021-00425-7","journal-title":"Complex Intell Syst"},{"key":"2103_CR17","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/s41066-018-0093-6","volume":"4","author":"MSA Khan","year":"2019","unstructured":"Khan MSA, Abdullah S, Ali A, Amin F (2019a) Pythagorean fuzzy prioritized aggregation operators and their application to multi-attribute group decision making. Granul Comput 4:249\u2013263. https:\/\/doi.org\/10.1007\/s41066-018-0093-6","journal-title":"Granul Comput"},{"key":"2103_CR18","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1007\/s41066-018-0102-9","volume":"4","author":"MSA Khan","year":"2019","unstructured":"Khan MSA, Abdullah S, Ali A, Amin F (2019b) An extension of VIKOR method for multi-attribute decision-making under Pythagorean hesitant fuzzy setting. Granul Comput 4:421\u2013434. https:\/\/doi.org\/10.1007\/s41066-018-0102-9","journal-title":"Granul Comput"},{"key":"2103_CR20","doi-asserted-by":"publisher","first-page":"1781","DOI":"10.3233\/JIFS-179241","volume":"37","author":"Z Li","year":"2019","unstructured":"Li Z, Lu M (2019) Some novel similarity and distance measures of Pythagorean fuzzy sets and their applications. J Intell Fuzzy Syst 37:1781\u20131799. https:\/\/doi.org\/10.3233\/JIFS-179241","journal-title":"J Intell Fuzzy Syst"},{"key":"2103_CR21","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.3233\/JIFS-16554","volume":"33","author":"M Lu","year":"2017","unstructured":"Lu M, Wei G, Alsaadi FE et al (2017) Hesitant pythagorean fuzzy hamacher aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy Syst 33:1105\u20131117. https:\/\/doi.org\/10.3233\/JIFS-16554","journal-title":"J Intell Fuzzy Syst"},{"key":"2103_CR22","doi-asserted-by":"publisher","first-page":"7041","DOI":"10.1007\/s00521-018-3521-2","volume":"31","author":"T Mahmood","year":"2019","unstructured":"Mahmood T, Ullah K, Khan Q, Jan N (2019) An approach toward decision-making and medical diagnosis problems using the concept of spherical fuzzy sets. Neural Comput Appl 31:7041\u20137053. https:\/\/doi.org\/10.1007\/s00521-018-3521-2","journal-title":"Neural Comput Appl"},{"key":"2103_CR23","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1007\/s40747-018-0084-x","volume":"5","author":"X Peng","year":"2019","unstructured":"Peng X (2019) New similarity measure and distance measure for Pythagorean fuzzy set. Complex Intell Syst 5:101\u2013111. https:\/\/doi.org\/10.1007\/s40747-018-0084-x","journal-title":"Complex Intell Syst"},{"key":"2103_CR24","doi-asserted-by":"publisher","first-page":"1187","DOI":"10.1002\/int.21896","volume":"32","author":"X Peng","year":"2017","unstructured":"Peng X, Dai J (2017) Approaches to Pythagorean fuzzy stochastic multi-criteria decision making based on Prospect Theory and Regret Theory with new distance measure and score function. Int J Intell Syst 32:1187\u20131214. https:\/\/doi.org\/10.1002\/int.21896","journal-title":"Int J Intell Syst"},{"key":"2103_CR25","doi-asserted-by":"publisher","first-page":"4058","DOI":"10.1007\/s10489-019-01445-0","volume":"49","author":"X Peng","year":"2019","unstructured":"Peng X, Garg H (2019) Multiparametric similarity measures on Pythagorean fuzzy sets with applications to pattern recognition. Appl Intell 49:4058\u20134096. https:\/\/doi.org\/10.1007\/s10489-019-01445-0","journal-title":"Appl Intell"},{"key":"2103_CR26","doi-asserted-by":"publisher","first-page":"991","DOI":"10.1002\/int.21880","volume":"32","author":"X Peng","year":"2017","unstructured":"Peng X, Yuan H, Yang Y (2017) Pythagorean fuzzy information measures and their applications. Int J Intell Syst 32:991\u20131029. https:\/\/doi.org\/10.1002\/int.21880","journal-title":"Int J Intell Syst"},{"key":"2103_CR27","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1007\/s41066-019-00154-w","volume":"5","author":"K Rahman","year":"2020","unstructured":"Rahman K, Ali A, Abdullah S (2020) Multiattribute group decision making based on interval-valued Pythagorean fuzzy Einstein geometric aggregation operators. Granul Comput 5:361\u2013372. https:\/\/doi.org\/10.1007\/s41066-019-00154-w","journal-title":"Granul Comput"},{"key":"2103_CR28","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1109\/91.995119","volume":"10","author":"D Ramot","year":"2002","unstructured":"Ramot D, Milo R, Friedman M, Kandel A (2002) Complex fuzzy sets. IEEE Trans Fuzzy Syst 10:171\u2013186. https:\/\/doi.org\/10.1109\/91.995119","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2103_CR29","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.asoc.2015.12.020","volume":"42","author":"P Ren","year":"2016","unstructured":"Ren P, Xu Z, Gou X (2016) Pythagorean fuzzy TODIM approach to multi-criteria decision making. Appl Soft Comput 42:246\u2013259. https:\/\/doi.org\/10.1016\/j.asoc.2015.12.020","journal-title":"Appl Soft Comput"},{"key":"2103_CR30","doi-asserted-by":"publisher","first-page":"313","DOI":"10.2140\/pjm.1960.10.313","volume":"10","author":"B Schweitzer","year":"1960","unstructured":"Schweitzer B, Sklar A (1960) Statistical metric spaces. Pacific J Math 10:313\u2013334","journal-title":"Pacific J Math"},{"key":"2103_CR31","doi-asserted-by":"publisher","first-page":"169","DOI":"10.5486\/PMD","volume":"8","author":"B Schweitzer","year":"1961","unstructured":"Schweitzer B, Sklar A (1961) Associative functions and statistical triangle inequalities. Publ Math 8:169\u2013186. https:\/\/doi.org\/10.5486\/PMD","journal-title":"Publ Math"},{"key":"2103_CR32","doi-asserted-by":"publisher","first-page":"682","DOI":"10.1002\/int.22222","volume":"35","author":"S Singh","year":"2020","unstructured":"Singh S, Ganie AH (2020) On some correlation coefficients in Pythagorean fuzzy environment with applications. Int J Intell Syst 35:682\u2013717. https:\/\/doi.org\/10.1002\/int.22222","journal-title":"Int J Intell Syst"},{"key":"2103_CR33","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-021-02983-7","author":"S Singh","year":"2021","unstructured":"Singh S, Ganie AH (2021) Some novel q-rung orthopair fuzzy correlation coefficients based on the statistical viewpoint with their applications. J Ambient Intell Humaniz Comput. https:\/\/doi.org\/10.1007\/s12652-021-02983-7","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"2103_CR34","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.3233\/JIFS-182540","volume":"37","author":"NX Thao","year":"2019","unstructured":"Thao NX, Smarandache F (2019) A new fuzzy entropy on Pythagorean fuzzy sets. J Intell Fuzzy Syst 37:1065\u20131074. https:\/\/doi.org\/10.3233\/JIFS-182540","journal-title":"J Intell Fuzzy Syst"},{"key":"2103_CR35","doi-asserted-by":"publisher","first-page":"2556","DOI":"10.1002\/int.22160","volume":"34","author":"R Verma","year":"2019","unstructured":"Verma R, Merig\u00f3 JM (2019) On generalized similarity measures for Pythagorean fuzzy sets and their applications to multiple attribute decision-making. Int J Intell Syst 34:2556\u20132583. https:\/\/doi.org\/10.1002\/int.22160","journal-title":"Int J Intell Syst"},{"key":"2103_CR36","doi-asserted-by":"publisher","first-page":"1158","DOI":"10.1002\/int.22090","volume":"34","author":"J Wang","year":"2019","unstructured":"Wang J, Gao H, Wei G (2019) The generalized Dice similarity measures for Pythagorean fuzzy multiple attribute group decision making. Int J Intell Syst 34:1158\u20131183. https:\/\/doi.org\/10.1002\/int.22090","journal-title":"Int J Intell Syst"},{"key":"2103_CR37","doi-asserted-by":"publisher","first-page":"2119","DOI":"10.3233\/JIFS-162030","volume":"33","author":"G Wei","year":"2017","unstructured":"Wei G (2017) Pythagorean fuzzy interaction aggregation operators and their application to multiple attribute decision making. J Intell Fuzzy Syst 33:2119\u20132132. https:\/\/doi.org\/10.3233\/JIFS-162030","journal-title":"J Intell Fuzzy Syst"},{"key":"2103_CR38","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1002\/int.21946","volume":"33","author":"G Wei","year":"2018","unstructured":"Wei G, Lu M (2018) Pythagorean fuzzy power aggregation operators in multiple attribute decision making. Int J Intell Syst 33:169\u2013186. https:\/\/doi.org\/10.1002\/int.21946","journal-title":"Int J Intell Syst"},{"key":"2103_CR39","doi-asserted-by":"publisher","first-page":"365","DOI":"10.1515\/acsc-2017-0024","volume":"27","author":"G Wei","year":"2017","unstructured":"Wei G, Lu M (2017) Dual hesitant pythagorean fuzzy Hamacher aggregation operators in multiple attribute decision making. Arch Control Sci 27:365\u2013395. https:\/\/doi.org\/10.1515\/acsc-2017-0024","journal-title":"Arch Control Sci"},{"key":"2103_CR40","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.3233\/JIFS-16715","volume":"33","author":"G Wei","year":"2017","unstructured":"Wei G, Lu M, Alsaadi FE et al (2017) Pythagorean 2-tuple linguistic aggregation operators in multiple attribute decision making. J Intell Fuzzy Syst 33:1129\u20131142. https:\/\/doi.org\/10.3233\/JIFS-16715","journal-title":"J Intell Fuzzy Syst"},{"key":"2103_CR41","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1002\/int.21965","volume":"33","author":"G Wei","year":"2018","unstructured":"Wei G, Wei Y (2018) Similarity measures of Pythagorean fuzzy sets based on the cosine function and their applications. Int J Intell Syst 33:634\u2013652. https:\/\/doi.org\/10.1002\/int.21965","journal-title":"Int J Intell Syst"},{"key":"2103_CR42","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1002\/int.21941","volume":"33","author":"W Xue","year":"2018","unstructured":"Xue W, Xu Z, Zhang X, Tian X (2018) Pythagorean fuzzy LINMAP method based on the entropy theory for railway project investment decision making. Int J Intell Syst 33:93\u2013125. https:\/\/doi.org\/10.1002\/int.21941","journal-title":"Int J Intell Syst"},{"key":"2103_CR43","doi-asserted-by":"crossref","unstructured":"Yager RR (2013) Pythagorean fuzzy subsets. In: 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA\/NAFIPS). IEEE, pp 57\u201361","DOI":"10.1109\/IFSA-NAFIPS.2013.6608375"},{"key":"2103_CR44","doi-asserted-by":"publisher","first-page":"958","DOI":"10.1109\/TFUZZ.2013.2278989","volume":"22","author":"RR Yager","year":"2014","unstructured":"Yager RR (2014) Pythagorean membership grades in multicriteria decision making. IEEE Trans Fuzzy Syst 22:958\u2013965. https:\/\/doi.org\/10.1109\/TFUZZ.2013.2278989","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"2103_CR45","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2018\/2832839","volume":"2018","author":"M-S Yang","year":"2018","unstructured":"Yang M-S, Hussain Z (2018) Fuzzy entropy for Pythagorean fuzzy sets with application to multicriterion decision making. Complexity 2018:1\u201314. https:\/\/doi.org\/10.1155\/2018\/2832839","journal-title":"Complexity"},{"key":"2103_CR46","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh LA (1965) Fuzzy sets. Inf Control 8:338\u2013353. https:\/\/doi.org\/10.1016\/S0019-9958(65)90241-X","journal-title":"Inf Control"},{"key":"2103_CR47","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1080\/01969727208542910","volume":"2","author":"LA Zadeh","year":"1972","unstructured":"Zadeh LA (1972) A fuzzy-set-theoretic interpretation of linguistic hedges. J Cybern 2:4\u201334. https:\/\/doi.org\/10.1080\/01969727208542910","journal-title":"J Cybern"},{"key":"2103_CR48","doi-asserted-by":"publisher","first-page":"2236","DOI":"10.1002\/int.22027","volume":"33","author":"W Zeng","year":"2018","unstructured":"Zeng W, Li D, Yin Q (2018) Distance and similarity measures of Pythagorean fuzzy sets and their applications to multiple criteria group decision making. Int J Intell Syst 33:2236\u20132254. https:\/\/doi.org\/10.1002\/int.22027","journal-title":"Int J Intell Syst"},{"key":"2103_CR49","doi-asserted-by":"publisher","first-page":"138192","DOI":"10.1109\/ACCESS.2019.2942766","volume":"7","author":"Q Zhang","year":"2019","unstructured":"Zhang Q, Hu J, Feng J et al (2019) New similarity measures of Pythagorean fuzzy sets and their applications. IEEE Access 7:138192\u2013138202. https:\/\/doi.org\/10.1109\/ACCESS.2019.2942766","journal-title":"IEEE Access"},{"key":"2103_CR50","doi-asserted-by":"publisher","first-page":"593","DOI":"10.1002\/int.21796","volume":"31","author":"X Zhang","year":"2016","unstructured":"Zhang X (2016) A novel approach based on similarity measure for Pythagorean fuzzy multiple criteria group decision making. Int J Intell Syst 31:593\u2013611. https:\/\/doi.org\/10.1002\/int.21796","journal-title":"Int J Intell Syst"},{"key":"2103_CR51","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1002\/int.21676","volume":"29","author":"X Zhang","year":"2014","unstructured":"Zhang X, Xu Z (2014) Extension of TOPSIS to multiple criteria decision making with Pythagorean fuzzy sets. Int J Intell Syst 29:1061\u20131078. https:\/\/doi.org\/10.1002\/int.21676","journal-title":"Int J Intell Syst"}],"container-title":["Computational and Applied Mathematics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-022-02103-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40314-022-02103-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40314-022-02103-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,13]],"date-time":"2022-12-13T10:27:23Z","timestamp":1670927243000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40314-022-02103-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,30]]},"references-count":51,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["2103"],"URL":"https:\/\/doi.org\/10.1007\/s40314-022-02103-x","relation":{},"ISSN":["2238-3603","1807-0302"],"issn-type":[{"type":"print","value":"2238-3603"},{"type":"electronic","value":"1807-0302"}],"subject":[],"published":{"date-parts":[[2022,11,30]]},"assertion":[{"value":"29 May 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 October 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 October 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 November 2022","order":4,"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 there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"420"}}