{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T04:04:52Z","timestamp":1774065892976,"version":"3.50.1"},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"13","license":[{"start":{"date-parts":[[2018,3,27]],"date-time":"2018-03-27T00:00:00Z","timestamp":1522108800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s00500-018-3146-5","type":"journal-article","created":{"date-parts":[[2018,3,27]],"date-time":"2018-03-27T04:48:21Z","timestamp":1522126101000},"page":"4871-4890","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":28,"title":["A fuzzy bi-objective MILP approach to integrate sales, production, distribution and procurement planning in a FMCG supply chain"],"prefix":"10.1007","volume":"23","author":[{"given":"Yaser","family":"Nemati","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammad Hosein","family":"Alavidoost","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,3,27]]},"reference":[{"key":"3146_CR1","volume-title":"Assembly line balancing problems in uncertain environment: a novel interactive fuzzy approach for solving multi-objective fuzzy assembly line balancing problems","author":"MH Alavidoost","year":"2017","unstructured":"Alavidoost MH (2017) Assembly line balancing problems in uncertain environment: a novel interactive fuzzy approach for solving multi-objective fuzzy assembly line balancing problems. LAP LAMBERT Academic Publishing, Riga, Latvia"},{"issue":"4","key":"3146_CR2","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1007\/s10845-015-1130-9","volume":"29","author":"M Alavidoost","year":"2015","unstructured":"Alavidoost M, Tarimoradi M, Zarandi M (2015a) Bi-objective mixed-integer nonlinear programming for multi-commodity tri-echelon supply chain networks. J Intell Manuf 29(4):809\u2013826","journal-title":"J Intell Manuf"},{"key":"3146_CR3","doi-asserted-by":"publisher","first-page":"655","DOI":"10.1016\/j.asoc.2015.06.001","volume":"34","author":"M Alavidoost","year":"2015","unstructured":"Alavidoost M, Tarimoradi M, Zarandi MF (2015b) Fuzzy adaptive genetic algorithm for multi-objective assembly line balancing problems. Appl Soft Comput 34:655\u2013677","journal-title":"Appl Soft Comput"},{"key":"3146_CR4","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1016\/j.asoc.2015.11.025","volume":"40","author":"M Alavidoost","year":"2016","unstructured":"Alavidoost M, Babazadeh H, Sayyari S (2016) An interactive fuzzy programming approach for bi-objective straight and U-shaped assembly line balancing problem. Appl Soft Comput 40:221\u2013235","journal-title":"Appl Soft Comput"},{"issue":"2","key":"3146_CR5","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/s10845-014-0978-4","volume":"28","author":"M Alavidoost","year":"2017","unstructured":"Alavidoost M, Zarandi MF, Tarimoradi M, Nemati Y (2017) Modified genetic algorithm for simple straight and U-shaped assembly line balancing with fuzzy processing times. J Intell Manuf 28(2):313\u2013336","journal-title":"J Intell Manuf"},{"issue":"2","key":"3146_CR6","doi-asserted-by":"publisher","first-page":"718","DOI":"10.1016\/j.ejor.2013.12.040","volume":"236","author":"P Baumann","year":"2014","unstructured":"Baumann P, Trautmann N (2014) A hybrid method for large-scale short-term scheduling of make-and-pack production processes. Eur J Oper Res 236(2):718\u2013735","journal-title":"Eur J Oper Res"},{"issue":"4","key":"3146_CR7","doi-asserted-by":"publisher","first-page":"B-141","DOI":"10.1287\/mnsc.17.4.B141","volume":"17","author":"RE Bellman","year":"1970","unstructured":"Bellman RE, Zadeh LA (1970) Decision-making in a fuzzy environment. Manag Sci 17(4):B-141\u2013B-164","journal-title":"Manag Sci"},{"issue":"1","key":"3146_CR8","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1007\/s10479-013-1415-3","volume":"211","author":"B Bilgen","year":"2013","unstructured":"Bilgen B, \u00c7elebi Y (2013) Integrated production scheduling and distribution planning in dairy supply chain by hybrid modelling. Ann Oper Res 211(1):55\u201382","journal-title":"Ann Oper Res"},{"issue":"46","key":"3146_CR9","doi-asserted-by":"publisher","first-page":"11709","DOI":"10.1021\/acs.iecr.5b02247","volume":"54","author":"B Bilgen","year":"2015","unstructured":"Bilgen B, Dogan K (2015) Multistage production planning in the dairy industry: a mixed-integer programming approach. Ind Eng Chem Res 54(46):11709\u201311719","journal-title":"Ind Eng Chem Res"},{"key":"3146_CR10","unstructured":"Cecere L, Hillman M, Masson C (2006). The handbook of sales and operations planning technologies. In: AMR research report, AMRR-19187. pp 1\u201348"},{"issue":"3","key":"3146_CR11","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1016\/0377-2217(94)90419-7","volume":"72","author":"P Chandra","year":"1994","unstructured":"Chandra P, Fisher ML (1994) Coordination of production and distribution planning. Eur J Oper Res 72(3):503\u2013517","journal-title":"Eur J Oper Res"},{"issue":"4","key":"3146_CR12","doi-asserted-by":"publisher","first-page":"475","DOI":"10.1287\/mnsc.6.4.475","volume":"6","author":"AJ Clark","year":"1960","unstructured":"Clark AJ, Scarf H (1960) Optimal policies for a multi-echelon inventory problem. Manag Sci 6(4):475\u2013490","journal-title":"Manag Sci"},{"issue":"1","key":"3146_CR13","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/S0925-5273(99)00056-0","volume":"64","author":"C Dhaenens-Flipo","year":"2000","unstructured":"Dhaenens-Flipo C (2000) Spatial decomposition for a multi-facility production and distribution problem. Int J Prod Econ 64(1):177\u2013186","journal-title":"Int J Prod Econ"},{"issue":"2","key":"3146_CR14","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1016\/j.omega.2004.08.006","volume":"34","author":"WFA El-Wahed","year":"2006","unstructured":"El-Wahed WFA, Lee SM (2006) Interactive fuzzy goal programming for multi-objective transportation problems. Omega 34(2):158\u2013166","journal-title":"Omega"},{"issue":"3","key":"3146_CR15","doi-asserted-by":"publisher","first-page":"642","DOI":"10.1111\/j.1937-5956.2012.01385.x","volume":"22","author":"Y Feng","year":"2013","unstructured":"Feng Y, Martel A, D\u2019Amours S, Beauregard R (2013) Coordinated contract decisions in a make-to-order manufacturing supply chain: a stochastic programming approach. Prod Oper Manag 22(3):642\u2013660. \n                    https:\/\/doi.org\/10.1111\/j.1937-5956.2012.01385.x","journal-title":"Prod Oper Manag"},{"key":"3146_CR16","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1007\/978-3-642-55309-7_4","volume-title":"Advanced planning supply chain management and advanced planning","author":"B Fleischmann","year":"2015","unstructured":"Fleischmann B, Meyr H, Wagner M (2015) Advanced planning supply chain management and advanced planning. Springer, Berlin, pp 71\u201395"},{"issue":"3","key":"3146_CR17","doi-asserted-by":"publisher","first-page":"330","DOI":"10.1287\/trsc.33.3.330","volume":"33","author":"F Fumero","year":"1999","unstructured":"Fumero F, Vercellis C (1999) Synchronized development of production, inventory, and distribution schedules. Transp Sci 33(3):330\u2013340","journal-title":"Transp Sci"},{"issue":"2","key":"3146_CR18","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1016\/j.ijpe.2009.11.003","volume":"134","author":"Z Guan","year":"2011","unstructured":"Guan Z, Philpott AB (2011) A multistage stochastic programming model for the New Zealand dairy industry. Int J Prod Econ 134(2):289\u2013299","journal-title":"Int J Prod Econ"},{"key":"3146_CR19","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.cie.2015.12.012","volume":"92","author":"S K\u0131r","year":"2016","unstructured":"K\u0131r S, Yazgan HR (2016) A sequence dependent single machine scheduling problem with fuzzy axiomatic design for the penalty costs. Comput Ind Eng 92:95\u2013104","journal-title":"Comput Ind Eng"},{"issue":"12","key":"3146_CR20","doi-asserted-by":"publisher","first-page":"2929","DOI":"10.1016\/j.compchemeng.2011.04.012","volume":"35","author":"GM Kopanos","year":"2011","unstructured":"Kopanos GM, Puigjaner L, Georgiadis MC (2011) Resource-constrained production planning in semicontinuous food industries. Comput Chem Eng 35(12):2929\u20132944","journal-title":"Comput Chem Eng"},{"key":"3146_CR21","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1016\/j.compchemeng.2011.12.015","volume":"42","author":"GM Kopanos","year":"2012","unstructured":"Kopanos GM, Puigjaner L, Georgiadis MC (2012a) Efficient mathematical frameworks for detailed production scheduling in food processing industries. Comput Chem Eng 42:206\u2013216","journal-title":"Comput Chem Eng"},{"issue":"5","key":"3146_CR22","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1016\/j.omega.2011.12.002","volume":"40","author":"GM Kopanos","year":"2012","unstructured":"Kopanos GM, Puigjaner L, Georgiadis MC (2012b) Simultaneous production and logistics operations planning in semicontinuous food industries. Omega 40(5):634\u2013650","journal-title":"Omega"},{"issue":"2","key":"3146_CR23","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/0165-0114(92)90318-X","volume":"49","author":"Y-J Lai","year":"1992","unstructured":"Lai Y-J, Hwang C-L (1992) A new approach to some possibilistic linear programming problems. Fuzzy Sets Syst 49(2):121\u2013133","journal-title":"Fuzzy Sets Syst"},{"key":"3146_CR24","unstructured":"Ling R (2002) The future of sales and operations planning. In: Paper presented at the international conference proceedings of 2002 APICS"},{"issue":"Supplement C","key":"3146_CR25","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/j.compchemeng.2017.05.002","volume":"104","author":"Y Nemati","year":"2017","unstructured":"Nemati Y, Madhoshi M, Ghadikolaei AS (2017) The effect of sales and operations planning (S&OP) on supply chain\u2019s total performance: a case study in an Iranian dairy company. Comput Chem Eng 104(Supplement C):323\u2013338. \n                    https:\/\/doi.org\/10.1016\/j.compchemeng.2017.05.002","journal-title":"Comput Chem Eng"},{"issue":"2","key":"3146_CR26","first-page":"335","volume":"10","author":"Y Nemati","year":"2017","unstructured":"Nemati Y, Madhoushi M, Safaei Ghadikolaei A (2017) Towards supply chain planning integration: uncertainty analysis using fuzzy mathematical programming approach in a plastic forming company. Iran J Manag Stud 10(2):335\u2013364","journal-title":"Iran J Manag Stud"},{"issue":"2","key":"3146_CR27","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/S0925-5273(99)00098-5","volume":"69","author":"J Olhager","year":"2001","unstructured":"Olhager J, Rudberg M, Wikner J (2001) Long-term capacity management: linking the perspectives from manufacturing strategy and sales and operations planning. Int J Prod Econ 69(2):215\u2013225","journal-title":"Int J Prod Econ"},{"key":"3146_CR28","doi-asserted-by":"publisher","first-page":"385","DOI":"10.1016\/j.sbspro.2015.03.235","volume":"189","author":"R Pant","year":"2015","unstructured":"Pant R, Prakash G, Farooquie JA (2015) A framework for traceability and transparency in the dairy supply chain networks. Procedia Soc Behav Sci 189:385\u2013394","journal-title":"Procedia Soc Behav Sci"},{"key":"3146_CR29","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/j.ijpe.2014.07.020","volume":"157","author":"KG Pauls-Worm","year":"2014","unstructured":"Pauls-Worm KG, Hendrix EM, Haijema R, van der Vorst JG (2014) An MILP approximation for ordering perishable products with non-stationary demand and service level constraints. Int J Prod Econ 157:133\u2013146","journal-title":"Int J Prod Econ"},{"issue":"5","key":"3146_CR30","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1504\/EJIE.2015.071772","volume":"9","author":"\u00c7 Sel","year":"2015","unstructured":"Sel \u00c7, Bilgen B (2015) Quantitative models for supply chain management within dairy industry: a review and discussion. Eur J Ind Eng 9(5):561\u2013594","journal-title":"Eur J Ind Eng"},{"key":"3146_CR31","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1016\/j.compchemeng.2015.03.020","volume":"77","author":"C Sel","year":"2015","unstructured":"Sel C, Bilgen B, Bloemhof-Ruwaard J, van der Vorst J (2015) Multi-bucket optimization for integrated planning and scheduling in the perishable dairy supply chain. Comput Chem Eng 77:59\u201373","journal-title":"Comput Chem Eng"},{"key":"3146_CR32","doi-asserted-by":"publisher","first-page":"686","DOI":"10.1016\/j.energy.2016.06.087","volume":"112","author":"HE Shermeh","year":"2016","unstructured":"Shermeh HE, Najafi S, Alavidoost M (2016) A novel fuzzy network SBM model for data envelopment analysis: a case study in Iran regional power companies. Energy 112:686\u2013697","journal-title":"Energy"},{"key":"3146_CR33","doi-asserted-by":"publisher","first-page":"786","DOI":"10.1016\/j.asoc.2015.07.041","volume":"35","author":"M Tarimoradi","year":"2015","unstructured":"Tarimoradi M, Alavidoost M, Zarandi MF (2015) Comparative corrigendum note on papers \u201cFuzzy adaptive GA for multi-objective assembly line balancing\u201d continued \u201cModified GA for different types of assembly line balancing with fuzzy processing times\u201d: differences and similarities. Appl Soft Comput 35:786\u2013788","journal-title":"Appl Soft Comput"},{"issue":"12","key":"3146_CR34","doi-asserted-by":"publisher","first-page":"869","DOI":"10.1016\/j.ifacol.2016.07.884","volume":"49","author":"A Touil","year":"2016","unstructured":"Touil A, Echchatbi A, Charkaoui A (2016) An MILP model for scheduling multistage, multiproducts milk processing. IFAC-PapersOnLine 49(12):869\u2013874","journal-title":"IFAC-PapersOnLine"},{"issue":"2","key":"3146_CR35","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/0925-5273(94)90173-2","volume":"37","author":"JL Wahlers","year":"1994","unstructured":"Wahlers JL, Cox JF III (1994) Competitive factors and performance measurement: applying the theory of constraints to meet customer needs. Int J Prod Econ 37(2):229\u2013240","journal-title":"Int J Prod Econ"},{"key":"3146_CR36","volume-title":"Sales & operations planning: the \u201chow-to\u201d handbook","author":"TF Wallace","year":"2004","unstructured":"Wallace TF (2004) Sales & operations planning: the \u201chow-to\u201d handbook. T.F. Wallace & Company, Cincinnati"},{"key":"3146_CR37","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1016\/j.compchemeng.2016.07.025","volume":"94","author":"E Wari","year":"2016","unstructured":"Wari E, Zhu W (2016) Multi-week MILP scheduling for an ice cream processing facility. Comput Chem Eng 94:141\u2013156","journal-title":"Comput Chem Eng"},{"issue":"1","key":"3146_CR38","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1287\/mnsc.29.1.77","volume":"29","author":"JF Williams","year":"1983","unstructured":"Williams JF (1983) A hybrid algorithm for simultaneous scheduling of production and distribution in multi-echelon structures. Manage Sci 29(1):77\u201392","journal-title":"Manage Sci"},{"issue":"3","key":"3146_CR39","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1108\/01443579610110468","volume":"16","author":"MA Youssef","year":"1996","unstructured":"Youssef MA, Mahmoud MM (1996) An iterative procedure for solving the uncapacitated production-distribution problem under concave cost function. Int J Oper Prod Manag 16(3):18\u201327","journal-title":"Int J Oper Prod Manag"},{"key":"3146_CR40","doi-asserted-by":"crossref","unstructured":"Zarandi MF, Tarimoradi M, Alavidoost M, Shakeri B (2015a) Fuzzy approximate reasoning toward multi-objective optimization policy: deployment for supply chain programming. In: Paper presented at the Fuzzy information processing society (NAFIPS) held jointly with 2015 5th world conference on soft computing (WConSC), 2015 annual conference of the North American","DOI":"10.1109\/NAFIPS-WConSC.2015.7284194"},{"key":"3146_CR41","doi-asserted-by":"crossref","unstructured":"Zarandi MF, Tarimoradi M, Alavidoost M, Shirazi M (2015b) Fuzzy comparison dashboard for multi-objective evolutionary applications: an implementation in supply chain planning. In: Paper presented at the Fuzzy information processing society (NAFIPS) held jointly with 2015 5th world conference on Soft computing (WConSC), 2015 annual conference of the North American","DOI":"10.1109\/NAFIPS-WConSC.2015.7284197"},{"issue":"1","key":"3146_CR42","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/0165-0114(78)90031-3","volume":"1","author":"H-J Zimmermann","year":"1978","unstructured":"Zimmermann H-J (1978) Fuzzy programming and linear programming with several objective functions. Fuzzy Sets Syst 1(1):45\u201355","journal-title":"Fuzzy Sets Syst"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3146-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-018-3146-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3146-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T08:16:28Z","timestamp":1559031388000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-018-3146-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,27]]},"references-count":42,"journal-issue":{"issue":"13","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["3146"],"URL":"https:\/\/doi.org\/10.1007\/s00500-018-3146-5","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,27]]},"assertion":[{"value":"27 March 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"As authors of the manuscript, we, Yaser Nemati and Mohammad Hosein Alavidoost, declare that we have no conflict of interest to each other.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}