{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,20]],"date-time":"2026-04-20T00:42:06Z","timestamp":1776645726960,"version":"3.51.2"},"reference-count":37,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"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":["Int. J. Fuzzy Syst."],"published-print":{"date-parts":[[2022,3]]},"DOI":"10.1007\/s40815-021-01209-4","type":"journal-article","created":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T07:17:45Z","timestamp":1643699865000},"page":"1216-1231","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":121,"title":["Hybrid Fuzzy and Data-Driven Robust Optimization for Resilience and Sustainable Health Care Supply Chain with Vendor-Managed Inventory Approach"],"prefix":"10.1007","volume":"24","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5868-8467","authenticated-orcid":false,"given":"Reza","family":"Lotfi","sequence":"first","affiliation":[]},{"given":"Bahareh","family":"Kargar","sequence":"additional","affiliation":[]},{"given":"Mohsen","family":"Rajabzadeh","sequence":"additional","affiliation":[]},{"given":"Fatemeh","family":"Hesabi","sequence":"additional","affiliation":[]},{"given":"Eren","family":"\u00d6zceylan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,2,1]]},"reference":[{"issue":"2","key":"1209_CR1","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/S1366-5545(01)00014-X","volume":"38","author":"Y Dong","year":"2002","unstructured":"Dong, Y., Xu, K.: A supply chain model of vendor managed inventory. Transport. Res. E 38(2), 75\u201395 (2002)","journal-title":"Transport. Res. E"},{"key":"1209_CR2","doi-asserted-by":"publisher","DOI":"10.1108\/IJLM-01-2015-0010","author":"S Krichanchai","year":"2017","unstructured":"Krichanchai, S., MacCarthy, B.L.: The adoption of vendor managed inventory for hospital pharmaceutical supply. Int. J. Logist. Manag. (2017). https:\/\/doi.org\/10.1108\/IJLM-01-2015-0010","journal-title":"Int. J. Logist. Manag."},{"key":"1209_CR3","doi-asserted-by":"publisher","DOI":"10.1108\/09574090610717536","author":"R Kaipia","year":"2006","unstructured":"Kaipia, R., Hartiala, H.: Information-sharing in supply chains: five proposals on how to proceed. Int. J. Logist. Manag. (2006). https:\/\/doi.org\/10.1108\/09574090610717536","journal-title":"Int. J. Logist. Manag."},{"key":"1209_CR4","doi-asserted-by":"publisher","DOI":"10.1108\/IJLM-09-2015-0158","author":"N Zaheer","year":"2017","unstructured":"Zaheer, N., Trkman, P.: An information sharing theory perspective on willingness to share information in supply chains. Int. J. Logist. Manag. (2017). https:\/\/doi.org\/10.1108\/IJLM-09-2015-0158","journal-title":"Int. J. Logist. Manag."},{"key":"1209_CR5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s40815-021-01077-y","volume":"23","author":"Z Ashraf","year":"2021","unstructured":"Ashraf, Z., et al.: Interval type-2 fuzzy vendor managed inventory system and its solution with particle swarm optimization. Int. J. Fuzzy Syst. 23, 1\u201326 (2021)","journal-title":"Int. J. Fuzzy Syst."},{"issue":"4","key":"1209_CR6","doi-asserted-by":"publisher","first-page":"1074","DOI":"10.1109\/TEM.2020.2978628","volume":"67","author":"T Guggenberger","year":"2020","unstructured":"Guggenberger, T., Schweizer, A., Urbach, N.: Improving interorganizational information sharing for vendor managed inventory: toward a decentralized information hub using blockchain technology. IEEE Trans. Eng. Manag. 67(4), 1074\u20131085 (2020)","journal-title":"IEEE Trans. Eng. Manag."},{"key":"1209_CR7","doi-asserted-by":"crossref","unstructured":"Casino, F., Dasaklis, T.K., Patsakis, C.: Enhanced vendor-managed inventory through blockchain. In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM). IEEE (2019)","DOI":"10.1109\/SEEDA-CECNSM.2019.8908481"},{"key":"1209_CR8","doi-asserted-by":"publisher","first-page":"182704","DOI":"10.1109\/ACCESS.2020.3028031","volume":"8","author":"IA Omar","year":"2020","unstructured":"Omar, I.A., et al.: Enhancing vendor managed inventory supply chain operations using blockchain smart contracts. IEEE Access 8, 182704\u2013182719 (2020)","journal-title":"IEEE Access"},{"issue":"2","key":"1209_CR9","doi-asserted-by":"publisher","first-page":"221","DOI":"10.3934\/naco.2020023","volume":"11","author":"R Lotfi","year":"2019","unstructured":"Lotfi, R., et al.: A robust optimization model for sustainable and resilient closed-loop supply chain network design considering conditional value at risk. Numer. Algebra Control Optim. 11(2), 221\u2013253 (2019)","journal-title":"Numer. Algebra Control Optim."},{"key":"1209_CR10","doi-asserted-by":"publisher","DOI":"10.1007\/S40815-020-00979-7","author":"Z Yu","year":"2021","unstructured":"Yu, Z., Khan, S.A.R.: Green supply chain network optimization under random and fuzzy environment. Int. J. Fuzzy Syst. (2021). https:\/\/doi.org\/10.1007\/S40815-020-00979-7","journal-title":"Int. J. Fuzzy Syst."},{"issue":"11","key":"1209_CR11","first-page":"193","volume":"5","author":"M-B Fakhrzad","year":"2018","unstructured":"Fakhrzad, M.-B., Lotfi, R.: Green vendor managed inventory with backorder in two echelon supply chain with epsilon-constraint and NSGA-II approach. J. Ind. Eng. Res. Prod. Syst. 5(11), 193\u2013209 (2018)","journal-title":"J. Ind. Eng. Res. Prod. Syst."},{"issue":"1","key":"1209_CR12","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.ejor.2014.02.061","volume":"238","author":"A Diabat","year":"2014","unstructured":"Diabat, A.: Hybrid algorithm for a vendor managed inventory system in a two-echelon supply chain. Eur. J. Oper. Res. 238(1), 114\u2013121 (2014)","journal-title":"Eur. J. Oper. Res."},{"key":"1209_CR13","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.apm.2018.11.035","volume":"69","author":"A Gharaei","year":"2019","unstructured":"Gharaei, A., Karimi, M., Shekarabi, S.A.H.: An integrated multi-product, multi-buyer supply chain under penalty, green, and quality control polices and a vendor managed inventory with consignment stock agreement: the outer approximation with equality relaxation and augmented penalty algorithm. Appl. Math. Model. 69, 223\u2013254 (2019)","journal-title":"Appl. Math. Model."},{"key":"1209_CR14","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1016\/j.ijpe.2018.11.008","volume":"208","author":"Q Bai","year":"2019","unstructured":"Bai, Q., Jin, M., Xu, X.: Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory. Int. J. Prod. Econ. 208, 83\u201399 (2019)","journal-title":"Int. J. Prod. Econ."},{"key":"1209_CR15","doi-asserted-by":"publisher","first-page":"746","DOI":"10.1016\/j.jclepro.2019.05.232","volume":"231","author":"H Stellingwerf","year":"2019","unstructured":"Stellingwerf, H., et al.: Fair gain allocation in eco-efficient vendor-managed inventory cooperation. J. Clean. Prod. 231, 746\u2013755 (2019)","journal-title":"J. Clean. Prod."},{"key":"1209_CR16","doi-asserted-by":"publisher","DOI":"10.24200\/sci.2020.53420.3228","author":"MM Karampour","year":"2020","unstructured":"Karampour, M.M., et al.: Metaheuristics for a bi-objective green vendor managed inventory problem in a two-echelon supply chain network. Sci. Iran. (2020). https:\/\/doi.org\/10.24200\/sci.2020.53420.3228","journal-title":"Sci. Iran."},{"issue":"1","key":"1209_CR17","first-page":"1","volume":"13","author":"S Jamshidpour Poshtahani","year":"2020","unstructured":"Jamshidpour Poshtahani, S., Pasandideh, S.H.R.: Optimizing a bi-objective vendor-managed inventory of multi-product EPQ model for a green supply chain with stochastic constraints. J. Ind. Syst. Eng. 13(1), 1\u201334 (2020)","journal-title":"J. Ind. Syst. Eng."},{"key":"1209_CR18","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.orhc.2019.04.004","volume":"21","author":"D Weraikat","year":"2019","unstructured":"Weraikat, D., Zanjani, M.K., Lehoux, N.: Improving sustainability in a two-level pharmaceutical supply chain through Vendor-Managed Inventory system. Oper. Res. Health Care 21, 44\u201355 (2019)","journal-title":"Oper. Res. Health Care"},{"key":"1209_CR19","doi-asserted-by":"publisher","first-page":"101964","DOI":"10.1016\/j.tre.2020.101964","volume":"140","author":"W Liu","year":"2020","unstructured":"Liu, W., et al.: Scheduling the distribution of blood products: a vendor-managed inventory routing approach. Transport. Res. E 140, 101964 (2020)","journal-title":"Transport. Res. E"},{"issue":"1","key":"1209_CR20","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1016\/j.ejor.2018.06.028","volume":"272","author":"A Sainathan","year":"2019","unstructured":"Sainathan, A., Groenevelt, H.: Vendor managed inventory contracts\u2014coordinating the supply chain while looking from the vendor\u2019s perspective. Eur. J. Oper. Res. 272(1), 249\u2013260 (2019)","journal-title":"Eur. J. Oper. Res."},{"issue":"11","key":"1209_CR21","doi-asserted-by":"publisher","first-page":"3362","DOI":"10.1080\/00207543.2018.1530471","volume":"57","author":"M Ganesh Kumar","year":"2019","unstructured":"Ganesh Kumar, M., Uthayakumar, R.: Modelling on vendor-managed inventory policies with equal and unequal shipments under GHG emission-trading scheme. Int. J. Prod. Res. 57(11), 3362\u20133381 (2019)","journal-title":"Int. J. Prod. Res."},{"issue":"2","key":"1209_CR22","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1016\/j.ejor.2020.10.049","volume":"292","author":"P De Giovanni","year":"2020","unstructured":"De Giovanni, P.: Smart Supply Chains with vendor managed inventory, coordination, and environmental performance. Eur. J. Oper. Res. 292(2), 515\u2013531 (2020)","journal-title":"Eur. J. Oper. Res."},{"key":"1209_CR23","doi-asserted-by":"publisher","first-page":"102137","DOI":"10.1016\/j.jretconser.2020.102137","volume":"55","author":"AA Taleizadeh","year":"2020","unstructured":"Taleizadeh, A.A., et al.: Stock replenishment policies for a vendor-managed inventory in a retailing system. J. Retail. Consum. Serv. 55, 102137 (2020)","journal-title":"J. Retail. Consum. Serv."},{"key":"1209_CR24","doi-asserted-by":"publisher","first-page":"112841","DOI":"10.1016\/j.eswa.2019.112841","volume":"139","author":"H Golp\u00eera","year":"2020","unstructured":"Golp\u00eera, H.: Optimal integration of the facility location problem into the multi-project multi-supplier multi-resource Construction Supply Chain network design under the vendor managed inventory strategy. Expert Syst. Appl. 139, 112841 (2020)","journal-title":"Expert Syst. Appl."},{"issue":"5","key":"1209_CR25","doi-asserted-by":"publisher","first-page":"1401","DOI":"10.1051\/ro\/2019058","volume":"54","author":"Y Karimian","year":"2020","unstructured":"Karimian, Y., et al.: A geometric programming approach for a vendor managed inventory of a multiretailer multi-item EPQ model. RAIRO Oper. Res. 54(5), 1401\u20131418 (2020)","journal-title":"RAIRO Oper. Res."},{"issue":"4","key":"1209_CR26","doi-asserted-by":"publisher","first-page":"628","DOI":"10.1080\/01605682.2019.1581407","volume":"71","author":"Q Wei","year":"2020","unstructured":"Wei, Q., et al.: Retailer vs. vendor managed inventory with considering stochastic learning effect. J. Oper. Res. Soc. 71(4), 628\u2013646 (2020)","journal-title":"J. Oper. Res. Soc."},{"issue":"1\u20134","key":"1209_CR27","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1007\/s00170-009-2364-5","volume":"49","author":"SHR Pasandideh","year":"2010","unstructured":"Pasandideh, S.H.R., Niaki, S.T.A., Nia, A.R.: An investigation of vendor-managed inventory application in supply chain: the EOQ model with shortage. Int. J. Adv. Manuf. Technol. 49(1\u20134), 329\u2013339 (2010)","journal-title":"Int. J. Adv. Manuf. Technol."},{"issue":"1","key":"1209_CR28","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1007\/BF00933924","volume":"17","author":"TW Hill","year":"1975","unstructured":"Hill, T.W., Ravindran, A.: On programming with absolute-value functions. J. Optim. Theory Appl. 17(1), 181\u2013183 (1975)","journal-title":"J. Optim. Theory Appl."},{"issue":"3","key":"1209_CR29","doi-asserted-by":"publisher","first-page":"1599","DOI":"10.1016\/j.ejor.2005.10.002","volume":"177","author":"M Jim\u00e9nez","year":"2007","unstructured":"Jim\u00e9nez, M., et al.: Linear programming with fuzzy parameters: an interactive method resolution. Eur. J. Oper. Res. 177(3), 1599\u20131609 (2007)","journal-title":"Eur. J. Oper. Res."},{"issue":"4","key":"1209_CR30","doi-asserted-by":"publisher","first-page":"1056","DOI":"10.1007\/s40815-020-00821-0","volume":"22","author":"M Arana-Jimenez","year":"2020","unstructured":"Arana-Jimenez, M., S\u00e1nchez-Gil, M.C., Lozano, S.: Efficiencya assessment and target setting using a fully fuzzy DEA approach. Int. J. Fuzzy Syst. 22(4), 1056\u20131072 (2020)","journal-title":"Int. J. Fuzzy Syst."},{"issue":"1","key":"1209_CR31","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1021\/acs.iecr.6b02989","volume":"56","author":"Y Zhang","year":"2017","unstructured":"Zhang, Y., Feng, Y., Rong, G.: New robust optimization approach induced by flexible uncertainty set: optimization under continuous uncertainty. Ind. Eng. Chem. Res. 56(1), 270\u2013287 (2017)","journal-title":"Ind. Eng. Chem. Res."},{"key":"1209_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s40815-021-01087-w","volume":"23","author":"W Peng","year":"2021","unstructured":"Peng, W., et al.: Double-input rule modules stacked deep interval type-2 fuzzy model with application to time series forecasting. Int. J. Fuzzy Syst. 23, 1\u201321 (2021)","journal-title":"Int. J. Fuzzy Syst."},{"issue":"4","key":"1209_CR33","first-page":"360","volume":"6","author":"Y Zare Mehrjerdi","year":"2019","unstructured":"Zare Mehrjerdi, Y., Lotfi, R.: Development of a mathematical model for sustainable closed-loop supply chain with efficiency and resilience systematic framework. Int. J. Supply Oper. Manag. 6(4), 360\u2013388 (2019)","journal-title":"Int. J. Supply Oper. Manag."},{"issue":"1","key":"1209_CR34","doi-asserted-by":"publisher","first-page":"117","DOI":"10.3934\/jimo.2018143","volume":"16","author":"R Lotfi","year":"2020","unstructured":"Lotfi, R., et al.: Interdependent demand in the two-period newsvendor problem. J. Ind. Manag. Optim. 16(1), 117 (2020)","journal-title":"J. Ind. Manag. Optim."},{"issue":"7","key":"1209_CR35","first-page":"81","volume":"4","author":"R Lotfi","year":"2016","unstructured":"Lotfi, R., Amin Nayeri, M.: Multi-objective capacitated facility location with hybrid fuzzy Simplex and genetic algorithm approach. J. Ind. Eng. Res. Prod. Syst. 4(7), 81\u201391 (2016)","journal-title":"J. Ind. Eng. Res. Prod. Syst."},{"issue":"3","key":"1209_CR36","doi-asserted-by":"publisher","first-page":"1105","DOI":"10.1007\/s10957-011-9968-2","volume":"155","author":"A Ahmadi-Javid","year":"2012","unstructured":"Ahmadi-Javid, A.: Entropic value-at-risk: a new coherent risk measure. J. Optim. Theory Appl. 155(3), 1105\u20131123 (2012)","journal-title":"J. Optim. Theory Appl."},{"issue":"1","key":"1209_CR37","doi-asserted-by":"publisher","first-page":"241","DOI":"10.1007\/s10100-017-0508-5","volume":"27","author":"G Kara","year":"2019","unstructured":"Kara, G., \u00d6zmen, A., Weber, G.-W.: Stability advances in robust portfolio optimization under parallelepiped uncertainty. Cent. Eur. J. Oper. Res. 27(1), 241\u2013261 (2019)","journal-title":"Cent. Eur. J. Oper. Res."}],"container-title":["International Journal of Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-021-01209-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s40815-021-01209-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s40815-021-01209-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T19:25:38Z","timestamp":1744140338000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s40815-021-01209-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,1]]},"references-count":37,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,3]]}},"alternative-id":["1209"],"URL":"https:\/\/doi.org\/10.1007\/s40815-021-01209-4","relation":{"is-referenced-by":[{"id-type":"doi","id":"10.1007\/s10479-025-06707-4","asserted-by":"object"}]},"ISSN":["1562-2479","2199-3211"],"issn-type":[{"value":"1562-2479","type":"print"},{"value":"2199-3211","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,1]]},"assertion":[{"value":"16 June 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 October 2021","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 October 2021","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 February 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}