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Further, we study their fundamental properties and showed the relationship among these aggregation operators. In order to determine the feasibility and practicality of the mentioned new technique, we developed multi-attribute group decision -making algorithm with picture cubic fuzzy environment. Further, the developed method applied to supply chain management and for implementation, consider numerical application of supply chain management. Compared the developed approach with other preexisting aggregation operators, and we concluded that the defined technique is better, reliable and effective.<\/jats:p>","DOI":"10.3233\/jifs-200194","type":"journal-article","created":{"date-parts":[[2021,4,23]],"date-time":"2021-04-23T14:56:40Z","timestamp":1619189800000},"page":"10145-10162","source":"Crossref","is-referenced-by-count":12,"title":["An approach for supplier selection problem based on picture cubic fuzzy aggregation operators"],"prefix":"10.1177","volume":"40","author":[{"given":"Ahmad Bakr","family":"Khoshaim","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, Collage of Engineering andIslamic Architecture, Umm Al-Qura University, Makkah, KSA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Qiyas","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Abdul Wali Khan University Mardan, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saleem","family":"Abdullah","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Abdul Wali Khan University Mardan, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Muhammad","family":"Naeem","sequence":"additional","affiliation":[{"name":"Department of Preparatory Year, Umm Al-Qurra University, Makkah, Saudi Arabia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Muneeza","sequence":"additional","affiliation":[{"name":"Department of Mathematics, Abdul Wali Khan University Mardan, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/JIFS-200194_ref1","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0165-0114(86)80034-3","article-title":"Intuitionistic fuzzy sets","volume":"20","author":"Atanassov","year":"1986","journal-title":"Fuzzy Sets Syst"},{"key":"10.3233\/JIFS-200194_ref2","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.ijpe.2017.10.013","article-title":"Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach","volume":"195","author":"Awasthi","year":"2018","journal-title":"International Journal of Production Economics"},{"key":"10.3233\/JIFS-200194_ref3","first-page":"59","article-title":"Novel concept of cubic picture fuzzy sets","volume":"24","author":"Ashraf","year":"2018","journal-title":"J New Theory"},{"issue":"3","key":"10.3233\/JIFS-200194_ref4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40314-020-01251-2","article-title":"Decision-making model under complex picture fuzzy Hamacher aggregation operators","volume":"39","author":"Akram","year":"2020","journal-title":"Computational and Applied Mathematics"},{"key":"10.3233\/JIFS-200194_ref5","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/j.cor.2016.02.015","article-title":"Green supplier selection using fuzzy group decision making methods: A case study from the agri-food industry","volume":"89","author":"Banaeian","year":"2018","journal-title":"Computers & Operations Research"},{"issue":"4","key":"10.3233\/JIFS-200194_ref6","doi-asserted-by":"crossref","first-page":"494","DOI":"10.1177\/1367493516642744","article-title":"Reframing the focus from a family-centred to a child-centred care approach for children\u2019s healthcare","volume":"20","author":"Coyne","year":"2016","journal-title":"Journal of Child Health Care"},{"key":"10.3233\/JIFS-200194_ref7","unstructured":"Cuong B.C. , Picture fuzzy sets-first results. 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