{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,2]],"date-time":"2026-09-02T04:50:34Z","timestamp":1788324634009,"version":"build-2803163510"},"reference-count":58,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T00:00:00Z","timestamp":1568160000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T00:00:00Z","timestamp":1568160000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1007\/s12652-019-01448-2","type":"journal-article","created":{"date-parts":[[2019,9,11]],"date-time":"2019-09-11T09:03:59Z","timestamp":1568192639000},"page":"3021-3041","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":90,"title":["Neutrality operations-based Pythagorean fuzzy aggregation operators and its applications to multiple attribute group decision-making process"],"prefix":"10.1007","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9099-8422","authenticated-orcid":false,"given":"Harish","family":"Garg","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,9,11]]},"reference":[{"key":"1448_CR1","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1016\/j.engappai.2018.03.019","volume":"72","author":"R Arora","year":"2018","unstructured":"Arora R, Garg H (2018) A robust correlation coefficient measure of dual hesistant fuzzy soft sets and their application in decision making. Eng Appl Artif Intell 72:80\u201392","journal-title":"Eng Appl Artif Intell"},{"issue":"2","key":"1448_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40314-019-0764-1","volume":"38","author":"R Arora","year":"2019","unstructured":"Arora R, Garg H (2019) Group decision-making method based on prioritized linguistic intuitionistic fuzzy aggregation operators and its fundamental properties. Comput Appl Math 38(2):1\u201336","journal-title":"Comput Appl Math"},{"key":"1448_CR3","doi-asserted-by":"crossref","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","journal-title":"Fuzzy Sets Syst"},{"key":"1448_CR4","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/j.ins.2016.02.049","volume":"352\u2013353","author":"SM Chen","year":"2016","unstructured":"Chen SM, Chang CH (2016) Fuzzy multiattribute decision making based on transformation techniques of intuitionistic fuzzy values and intuitionistic fuzzy geometric averaging operators. Inf Sci 352\u2013353:133\u2013149","journal-title":"Inf Sci"},{"issue":"1","key":"1448_CR5","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1002\/int.22045","volume":"34","author":"TY Chen","year":"2019","unstructured":"Chen TY (2019) Multiple criteria decision analysis under complex uncertainty: a pearson-like correlation-based Pythagorean fuzzy compromise approach. Int J Intell Syst 34(1):114\u2013151","journal-title":"Int J Intell Syst"},{"issue":"2","key":"1448_CR6","doi-asserted-by":"crossref","first-page":"2229","DOI":"10.3233\/JIFS-172262","volume":"35","author":"H Gao","year":"2018","unstructured":"Gao H (2018) Pythagorean fuzzy hamacher prioritized aggregation operators in multiple attribute decision making. J Intell Fuzzy Syst 35(2):2229\u20132245","journal-title":"J Intell Fuzzy Syst"},{"issue":"4","key":"1448_CR7","doi-asserted-by":"crossref","first-page":"385","DOI":"10.3233\/FI-2018-1669","volume":"159","author":"H Gao","year":"2018","unstructured":"Gao H, Lu M, Wei G, Wei Y (2018) Some novel pythagorean fuzzy interaction aggregation operators in multiple attribute decision making. Fundam Inf 159(4):385\u2013428","journal-title":"Fundam Inf"},{"key":"1448_CR8","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/j.cie.2016.08.017","volume":"101","author":"H Garg","year":"2016","unstructured":"Garg H (2016a) Generalized intuitionistic fuzzy interactive geometric interaction operators using Einstein t-norm and t-conorm and their application to decision making. Comput Ind Eng 101:53\u201369","journal-title":"Comput Ind Eng"},{"issue":"9","key":"1448_CR9","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1002\/int.21809","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg H (2016b) A new generalized Pythagorean fuzzy information aggregation using Einstein operations and its application to decision making. Int J Intell Syst 31(9):886\u2013920","journal-title":"Int J Intell Syst"},{"issue":"12","key":"1448_CR10","doi-asserted-by":"crossref","first-page":"1234","DOI":"10.1002\/int.21827","volume":"31","author":"H Garg","year":"2016","unstructured":"Garg H (2016c) A novel correlation coefficients between Pythagorean fuzzy sets and its applications to decision-making processes. Int J Intell Syst 31(12):1234\u20131252","journal-title":"Int J Intell Syst"},{"issue":"4","key":"1448_CR11","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1007\/s10588-017-9242-8","volume":"23","author":"H Garg","year":"2017","unstructured":"Garg H (2017a) Confidence levels based Pythagorean fuzzy aggregation operators and its application to decision-making process. Comput Math Organ Theory 23(4):546\u2013571","journal-title":"Comput Math Organ Theory"},{"issue":"6","key":"1448_CR12","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1002\/int.21860","volume":"32","author":"H Garg","year":"2017","unstructured":"Garg H (2017b) Generalized Pythagorean fuzzy geometric aggregation operators using Einstein t-norm and t-conorm for multicriteria decision-making process. Int J Intell Syst 32(6):597\u2013630","journal-title":"Int J Intell Syst"},{"key":"1448_CR13","doi-asserted-by":"crossref","first-page":"164","DOI":"10.1016\/j.engappai.2017.02.008","volume":"60","author":"H Garg","year":"2017","unstructured":"Garg H (2017c) Novel intuitionistic fuzzy decision making method based on an improved operation laws and its application. Eng Appl Artif Intell 60:164\u2013174","journal-title":"Eng Appl Artif Intell"},{"issue":"6","key":"1448_CR14","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1080\/0952813X.2018.1467497","volume":"30","author":"H Garg","year":"2018","unstructured":"Garg H (2018a) Generalized Pythagorean fuzzy geometric interactive aggregation operators using Einstein operations and their application to decision making. J Exp Theor Artif Intell 30(6):763\u2013794","journal-title":"J Exp Theor Artif Intell"},{"issue":"3","key":"1448_CR15","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1615\/Int.J.UncertaintyQuantification.2018020979","volume":"8","author":"H Garg","year":"2018","unstructured":"Garg H (2018b) Hesitant Pythagorean fuzzy sets and their aggregation operators in multiple attribute decision making. Int J Uncertain Quantif 8(3):267\u2013289","journal-title":"Int J Uncertain Quantif"},{"issue":"6","key":"1448_CR16","doi-asserted-by":"crossref","first-page":"1234","DOI":"10.1002\/int.21979","volume":"33","author":"H Garg","year":"2018","unstructured":"Garg H (2018c) Linguistic Pythagorean fuzzy sets and its applications in multiattribute decision-making process. Int J Intell Syst 33(6):1234\u20131263","journal-title":"Int J Intell Syst"},{"issue":"3","key":"1448_CR17","doi-asserted-by":"crossref","first-page":"653","DOI":"10.1002\/int.21966","volume":"33","author":"H Garg","year":"2018","unstructured":"Garg H (2018d) New exponential operational laws and their aggregation operators for interval-valued Pythagorean fuzzy multicriteria decision-making. Int J Intell Syst 33(3):653\u2013683","journal-title":"Int J Intell Syst"},{"issue":"3","key":"1448_CR18","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1007\/s40998-018-0167-0","volume":"43","author":"H Garg","year":"2019","unstructured":"Garg H (2019a) Intuitionistic fuzzy hamacher aggregation operators with entropy weight and their applications to multi-criteria decision-making problems. Iran J Sci Technol Trans Electr Eng 43(3):597\u2013613","journal-title":"Iran J Sci Technol Trans Electr Eng"},{"issue":"1","key":"1448_CR19","doi-asserted-by":"crossref","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(1):82\u2013106","journal-title":"Int J Intell Syst"},{"issue":"10","key":"1448_CR20","doi-asserted-by":"crossref","first-page":"2459","DOI":"10.1002\/int.22157","volume":"34","author":"H Garg","year":"2019","unstructured":"Garg H (2019c) Novel neutrality operation-based Pythagorean fuzzy geometric aggregation operators for multiple attribute group decision analysis. Int J Intell Syst 34(10):2459\u20132489","journal-title":"Int J Intell Syst"},{"issue":"2","key":"1448_CR21","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1002\/int.22048","volume":"34","author":"H Garg","year":"2019","unstructured":"Garg H, Arora R (2019) Generalized intuitionistic fuzzy soft power aggregation operator based on t-norm and their application in multi criteria decision-making. Int J Intell Syst 34(2):215\u2013246","journal-title":"Int J Intell Syst"},{"key":"1448_CR22","doi-asserted-by":"publisher","unstructured":"Garg H, Kumar K (2019) Linguistic interval-valued atanassov intuitionistic fuzzy sets and their applications to group decision-making problems. In: IEEE Transactions on Fuzzy Systems, pp 1\u201310. \nhttps:\/\/doi.org\/10.1109\/TFUZZ.2019.2897961","DOI":"10.1109\/TFUZZ.2019.2897961"},{"key":"1448_CR23","doi-asserted-by":"publisher","unstructured":"Garg H, Nancy (2019) Linguistic single-valued neutrosophic power aggregation operators and their applications to group decision-making problems. IEEE\/CAA Journal of Automatic Sinica pp 1 \u2013 13, \nhttps:\/\/doi.org\/10.1109\/JAS.2019.1911522","DOI":"10.1109\/JAS.2019.1911522"},{"key":"1448_CR24","doi-asserted-by":"crossref","first-page":"505","DOI":"10.3233\/IFS-131019","volume":"27","author":"JY Huang","year":"2014","unstructured":"Huang JY (2014) Intuitionistic fuzzy Hamacher aggregation operator and their application to multiple attribute decision making. J Intell Fuzzy Syst 27:505\u2013513","journal-title":"J Intell Fuzzy Syst"},{"issue":"9","key":"1448_CR25","doi-asserted-by":"crossref","first-page":"3533","DOI":"10.1007\/s12652-018-1076-9","volume":"10","author":"C Jana","year":"2019","unstructured":"Jana C, Pal M, Jq Wang (2019) Bipolar fuzzy dombi aggregation operators and its application in multiple-attribute decision-making process. J Ambient Intell Humaniz Comput 10(9):3533\u20133549","journal-title":"J Ambient Intell Humaniz Comput"},{"issue":"5","key":"1448_CR26","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1615\/Int.J.UncertaintyQuantification.2018020471","volume":"8","author":"G Kaur","year":"2018","unstructured":"Kaur G, Garg H (2018) Cubic intuitionistic fuzzy aggregation operators. Int J Uncertain Quantif 8(5):405\u2013427","journal-title":"Int J Uncertain Quantif"},{"issue":"3","key":"1448_CR27","doi-asserted-by":"crossref","first-page":"2775","DOI":"10.1007\/s13369-018-3532-4","volume":"44","author":"G Kaur","year":"2019","unstructured":"Kaur G, Garg H (2019) Generalized cubic intuitionistic fuzzy aggregation operators using t-norm operations and their applications to group decision-making process. Arab J Sci Eng 44(3):2775\u20132794","journal-title":"Arab J Sci Eng"},{"issue":"1","key":"1448_CR28","doi-asserted-by":"crossref","first-page":"251","DOI":"10.1007\/s00500-018-3592-0","volume":"23","author":"MSA Khan","year":"2019","unstructured":"Khan MSA, Abdullah S, Ali A, Amin F, Hussain F (2019) Pythagorean hesitant fuzzy choquet integral aggregation operators and their application to multi-attribute decision-making. Soft Comput 23(1):251\u2013267","journal-title":"Soft Comput"},{"key":"1448_CR29","volume-title":"Fuzzy sets and fuzzy logic: theory and applications","author":"GJ Klir","year":"2005","unstructured":"Klir GJ, Yuan B (2005) Fuzzy sets and fuzzy logic: theory and applications. Prentice Hall of India Private Limited, New Delhi"},{"key":"1448_CR30","doi-asserted-by":"crossref","first-page":"167","DOI":"10.1016\/j.asoc.2017.06.034","volume":"60","author":"D Liang","year":"2017","unstructured":"Liang D, Xu Z (2017) The new extension of topsis method for multiple criteria decision making with hesitant Pythagorean fuzzy sets. Appl Soft Comput 60:167\u2013179","journal-title":"Appl Soft Comput"},{"issue":"1\u20132","key":"1448_CR31","first-page":"183","volume":"29","author":"P Liu","year":"2017","unstructured":"Liu P (2017) Some frank aggregation operators for interval-valued intuitionistic fuzzy numbers and their application to group decision making. J Mult Valued Log Soft Comput 29(1\u20132):183\u2013223","journal-title":"J Mult Valued Log Soft Comput"},{"issue":"12","key":"1448_CR32","doi-asserted-by":"crossref","first-page":"1198","DOI":"10.1002\/int.21823","volume":"31","author":"ZM Ma","year":"2016","unstructured":"Ma ZM, Xu ZS (2016) Symmetric Pythagorean fuzzy weighted geometric\/averaging operators and their application in multicriteria decision-making problems. Int J Intell Syst 31(12):1198\u20131219","journal-title":"Int J Intell Syst"},{"issue":"1","key":"1448_CR33","doi-asserted-by":"crossref","first-page":"101","DOI":"10.3233\/JIFS-18040","volume":"36","author":"Garg H Nancy","year":"2019","unstructured":"Nancy Garg H (2019) A novel divergence measure and its based TOPSIS method for multi criteria decision-making under single-valued neutrosophic environment. J Intell Fuzzy Syst 36(1):101\u2013115","journal-title":"J Intell Fuzzy Syst"},{"issue":"2","key":"1448_CR34","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1002\/int.22051","volume":"34","author":"RX Nie","year":"2019","unstructured":"Nie RX, Tian ZP, Wang JQ, Hu JH (2019) Pythagorean fuzzy multiple criteria decision analysis based on shapley fuzzy measures and partitioned normalized weighted bonferroni mean operator. Int J Intell Syst 34(2):297\u2013324","journal-title":"Int J Intell Syst"},{"issue":"11","key":"1448_CR35","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1002\/int.21738","volume":"30","author":"X Peng","year":"2015","unstructured":"Peng X, Yang Y (2015) Some results for Pythagorean fuzzy sets. Int J Intell Syst 30(11):1133\u20131160","journal-title":"Int J Intell Syst"},{"issue":"11","key":"1448_CR36","doi-asserted-by":"crossref","first-page":"2255","DOI":"10.1002\/int.22028","volume":"33","author":"X Peng","year":"2018","unstructured":"Peng X, Dai J, Garg H (2018) Exponential operation and aggregation operator for q-rung orthopair fuzzy set and their decision-making method with a new score function. Int J Intell Syst 33(11):2255\u20132282","journal-title":"Int J Intell Syst"},{"key":"1448_CR37","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1016\/j.cie.2018.04.001","volume":"119","author":"XD Peng","year":"2018","unstructured":"Peng XD, Garg H (2018) Algorithms for interval-valued fuzzy soft sets in emergency decision making based on WDBA and CODAS with new information measure. Comput Ind Eng 119:439\u2013452","journal-title":"Comput Ind Eng"},{"issue":"5","key":"1448_CR38","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1615\/Int.J.UncertaintyQuantification.2017020356","volume":"7","author":"D Rani","year":"2017","unstructured":"Rani D, Garg H (2017) Distance measures between the complex intuitionistic fuzzy sets and its applications to the decision-making process. Int J Uncertain Quantif 7(5):423\u2013439","journal-title":"Int J Uncertain Quantif"},{"issue":"6","key":"1448_CR39","doi-asserted-by":"publisher","first-page":"e12325","DOI":"10.1111\/exsy.12325","volume":"35","author":"D Rani","year":"2018","unstructured":"Rani D, Garg H (2018) Complex intuitionistic fuzzy power aggregation operators and their applications in multi-criteria decision-making. Expert Syst 35(6):e12325. \nhttps:\/\/doi.org\/10.1111\/exsy.12325","journal-title":"Expert Syst"},{"key":"1448_CR40","first-page":"20","volume":"1","author":"W Viriyasitavat","year":"2016","unstructured":"Viriyasitavat W (2016) Multi-criteria selection for services selection in service workflow. J Ind Inf Integr 1:20\u201325","journal-title":"J Ind Inf Integr"},{"key":"1448_CR41","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1016\/j.omega.2005.12.003","volume":"36","author":"X Wang","year":"2008","unstructured":"Wang X, Triantaphyllou E (2008) Ranking irregularities when evaluating alternatives by using some ELECTRE methods. Omega Int J Manag Sci 36:45\u201363","journal-title":"Omega Int J Manag Sci"},{"issue":"3","key":"1448_CR42","doi-asserted-by":"crossref","first-page":"377","DOI":"10.3846\/20294913.2013.821684","volume":"19","author":"G Wei","year":"2013","unstructured":"Wei G, Zhao X, Wang H, Lin R (2013) Fuzzy power aggregation operators and their application to multiple attribute group decision making. Technol Econ Dev Econ 19(3):377\u2013396","journal-title":"Technol Econ Dev Econ"},{"issue":"1","key":"1448_CR43","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1002\/int.21946","volume":"33","author":"GW Wei","year":"2018","unstructured":"Wei GW, Lu M (2018) Pythagorean fuzzy power aggregation operators in multiple attribute decision maig. Int J Intell Syst 33(1):169\u2013186","journal-title":"Int J Intell Syst"},{"issue":"1","key":"1448_CR44","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1007\/BF02186373","volume":"12","author":"LD Xu","year":"1988","unstructured":"Xu LD (1988) A fuzzy multiobjective programming algorithm in decision support systems. Ann Oper Res 12(1):315\u2013320","journal-title":"Ann Oper Res"},{"key":"1448_CR45","doi-asserted-by":"crossref","first-page":"843","DOI":"10.1002\/int.20097","volume":"20","author":"ZS Xu","year":"2005","unstructured":"Xu ZS (2005) An overview of methods for determining owa weights. Int J Intell Syst 20:843\u2013865","journal-title":"Int J Intell Syst"},{"key":"1448_CR46","doi-asserted-by":"crossref","first-page":"1179","DOI":"10.1109\/TFUZZ.2006.890678","volume":"15","author":"ZS Xu","year":"2007","unstructured":"Xu ZS (2007) Intuitionistic fuzzy aggregation operators. IEEE Trans Fuzzy Syst 15:1179\u20131187","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1448_CR47","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1142\/S0219622010003816","volume":"9","author":"ZS Xu","year":"2010","unstructured":"Xu ZS, Hu H (2010) Projection models for intuitionistic fuzzy multiple attribute decision making. Int J Inf Technol Decis Mak 9:267\u2013280","journal-title":"Int J Inf Technol Decis Mak"},{"issue":"1","key":"1448_CR48","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1109\/21.87068","volume":"18","author":"RR Yager","year":"1988","unstructured":"Yager RR (1988) On ordered weighted avergaing aggregation operators in multi-criteria decision making. IEEE Trans Syst Man Cybern 18(1):183\u2013190","journal-title":"IEEE Trans Syst Man Cybern"},{"key":"1448_CR49","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1109\/IFSA-NAFIPS.2013.6608375","volume-title":"Procedings joint IFSA world congress and NAFIPS annual meeting","author":"RR Yager","year":"2013","unstructured":"Yager RR (2013) Pythagorean fuzzy subsets. Procedings joint IFSA world congress and NAFIPS annual meeting. Edmonton, Canada, pp 57\u201361"},{"issue":"4","key":"1448_CR50","doi-asserted-by":"crossref","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(4):958\u2013965","journal-title":"IEEE Trans Fuzzy Syst"},{"key":"1448_CR51","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1002\/int.21584","volume":"28","author":"RR Yager","year":"2013","unstructured":"Yager RR, Abbasov AM (2013) Pythagorean membeship grades, complex numbers and decision making. Int J Intell Syst 28:436\u2013452","journal-title":"Int J Intell Syst"},{"key":"1448_CR52","doi-asserted-by":"crossref","first-page":"743","DOI":"10.1007\/s10489-017-0930-3","volume":"47","author":"J Ye","year":"2017","unstructured":"Ye J (2017) Intuitionistic fuzzy hybrid arithmetic and geometric aggregation operators for the decision-making of mechanical design schemes. Appl Intell 47:743\u2013751","journal-title":"Appl Intell"},{"key":"1448_CR53","doi-asserted-by":"crossref","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","journal-title":"Inf Control"},{"issue":"2","key":"1448_CR54","doi-asserted-by":"crossref","first-page":"403","DOI":"10.1142\/S0219622016500012","volume":"15","author":"S Zeng","year":"2016","unstructured":"Zeng S, Chen J, Li X (2016) A hybrid method for Pythagorean fuzzy multiple-criteria decision making. Int J Inf Technol Decis Mak 15(2):403\u2013422","journal-title":"Int J Inf Technol Decis Mak"},{"issue":"3","key":"1448_CR55","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1002\/int.21953","volume":"33","author":"S Zeng","year":"2018","unstructured":"Zeng S, Mu Z, Bale\u017eentis T (2018) A novel aggregation method for Pythagorean fuzzy multiple attribute group decision making. Int J Intell Syst 33(3):573\u2013585","journal-title":"Int J Intell Syst"},{"key":"1448_CR56","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.ins.2015.10.012","volume":"330","author":"X Zhang","year":"2016","unstructured":"Zhang X (2016a) Multicriteria Pythagorean fuzzy decision analysis: a hierarchical QUALIFLEX approach with the closeness index-based ranking. Inf Sci 330:104\u2013124","journal-title":"Inf Sci"},{"key":"1448_CR57","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1002\/int.21796","volume":"31","author":"XL Zhang","year":"2016","unstructured":"Zhang XL (2016b) A novel approach based on similarity measure for Pythagorean fuzzy multiple criteria group decision making. Int J Intell Syst 31:593\u2013611","journal-title":"Int J Intell Syst"},{"issue":"12","key":"1448_CR58","doi-asserted-by":"crossref","first-page":"1061","DOI":"10.1002\/int.21676","volume":"29","author":"XL Zhang","year":"2014","unstructured":"Zhang XL, Xu ZS (2014) Extension of TOPSIS to multi-criteria decision making with Pythagorean fuzzy sets. Int J Intell Syst 29(12):1061\u20131078","journal-title":"Int J Intell Syst"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-019-01448-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-019-01448-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-019-01448-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,10]],"date-time":"2020-09-10T13:52:08Z","timestamp":1599745928000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-019-01448-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,11]]},"references-count":58,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2020,7]]}},"alternative-id":["1448"],"URL":"https:\/\/doi.org\/10.1007\/s12652-019-01448-2","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9,11]]},"assertion":[{"value":"30 January 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 August 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 September 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}