{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T04:40:28Z","timestamp":1769920828670,"version":"3.49.0"},"reference-count":43,"publisher":"EDP Sciences","issue":"1","license":[{"start":{"date-parts":[[2021,3,3]],"date-time":"2021-03-03T00:00:00Z","timestamp":1614729600000},"content-version":"vor","delay-in-days":61,"URL":"https:\/\/www.edpsciences.org\/en\/authors\/copyright-and-licensing"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["RAIRO-Oper. Res."],"accepted":{"date-parts":[[2020,10,11]]},"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>Generally, in real world multiple criteria decision making (MCDM) problems, we concern with inaccurate data. This paper transforms a fuzzy multiple criteria decision making (FMCDM) problem into two linear programming models based on simple additive weighting method (SAW). The new linear models calculate two scores for each alternative in optimistic and pessimistic viewpoints. To rank the alternatives, the numerical value of the arithmetic mean of good score and bad score is used as final score of each alternative. Finally, we illustrate the practical applications of the proposed method in selection an industrial zone for construct dairy products factory.<\/jats:p>","DOI":"10.1051\/ro\/2020116","type":"journal-article","created":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T18:57:27Z","timestamp":1602529047000},"page":"83-97","source":"Crossref","is-referenced-by-count":7,"title":["A linear programming technique to solve fuzzy multiple criteria decision making problems with an application"],"prefix":"10.1051","volume":"55","author":[{"given":"Seyed Ali","family":"Sadabadi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2012-4097","authenticated-orcid":false,"given":"Abdollah","family":"Hadi-Vencheh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ali","family":"Jamshidi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammad","family":"Jalali","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"250","published-online":{"date-parts":[[2021,3,3]]},"reference":[{"key":"R1","first-page":"447","volume":"20","author":"Akbari","year":"2020","journal-title":"Oper. Res."},{"key":"R2","doi-asserted-by":"crossref","unstructured":"Arroyo-Canada F.J. and Gil-Lafuente J., A fuzzy asymmetric TOPSIS model for optimizing investment in online advertising campaigns. OR (2017) 1\u201316.","DOI":"10.1007\/s12351-017-0368-8"},{"key":"R3","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1080\/01969722.2012.717851","volume":"43","author":"Arslan","year":"2012","journal-title":"Cyber. Syst."},{"key":"R4","first-page":"103","volume":"7","author":"Beg","year":"2017","journal-title":"Arti. Intel Soft Comp. Res."},{"key":"R5","doi-asserted-by":"crossref","first-page":"649","DOI":"10.1016\/0377-2217(95)00300-2","volume":"95","author":"Chang","year":"1996","journal-title":"Eur. J. Oper. Res."},{"key":"R6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0165-0114(97)00377-1","volume":"114","author":"Chen","year":"2000","journal-title":"Fuzzy Sets Syst."},{"key":"R7","doi-asserted-by":"crossref","unstructured":"Chen S.J. and Hwang C.L., Fuzzy Multiple Attribute Decision Making. Vol. 375 of Lecture Notes in Economics and Mathematical Systems. Springer, Berlin-Heidelberg (1992).","DOI":"10.1007\/978-3-642-46768-4"},{"key":"R8","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/j.ijhm.2007.07.029","volume":"27","author":"Chou","year":"2008","journal-title":"Int. J. Hosp. Manag."},{"key":"R9","doi-asserted-by":"crossref","first-page":"8384","DOI":"10.1016\/j.eswa.2011.01.031","volume":"38","author":"Dalalah","year":"2011","journal-title":"Expert Syst. Appl."},{"key":"R10","unstructured":"Dubois D. and Prade H., Fuzzy Sets and Systems: Theory and Application. Academic Press, New York, NY (1980)."},{"key":"R11","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.eswa.2017.11.051","volume":"96","author":"Dwivedi","year":"2018","journal-title":"Expert Syst. Appl."},{"key":"R12","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1051\/ro\/2015003","volume":"49","author":"Fang","year":"2015","journal-title":"RAIRO:OR"},{"key":"R13","doi-asserted-by":"crossref","first-page":"5226","DOI":"10.1016\/j.eswa.2010.10.036","volume":"38","author":"Hadi-Vencheh","year":"2011","journal-title":"Expert Syst. Appl."},{"key":"R14","doi-asserted-by":"crossref","first-page":"9318","DOI":"10.1016\/j.eswa.2015.07.067","volume":"42","author":"Hajiagha","year":"2015","journal-title":"Expert Syst. Appl."},{"key":"R15","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1016\/j.eswa.2018.03.003","volume":"103","author":"Han","year":"2018","journal-title":"Expert Syst. Appl."},{"key":"R16","doi-asserted-by":"crossref","first-page":"1084","DOI":"10.1016\/j.asoc.2016.09.021","volume":"52","author":"Hatami-Marbini","year":"2017","journal-title":"Appl. Soft Comp."},{"key":"R17","doi-asserted-by":"crossref","unstructured":"Hwang C.L. and Yoon K., Multiple Attribute Decision Making Methods and Applications A State-of-the-Art Survey. Vol. 186 of Lecture Notes in Economics and Mathematical Systems. Springer, Berlin-Heidelberg (1981).","DOI":"10.1007\/978-3-642-48318-9_4"},{"key":"R18","doi-asserted-by":"crossref","first-page":"1544","DOI":"10.1016\/j.amc.2006.02.057","volume":"181","author":"Jahanshahloo","year":"2006","journal-title":"Appl. Math. Comp."},{"key":"R19","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1080\/01969722.2017.1412890","volume":"49","author":"Joshi","year":"2018","journal-title":"Cyber. Syst."},{"key":"R20","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1016\/j.enbuild.2013.12.059","volume":"72","author":"Kabak","year":"2014","journal-title":"Ener. Build."},{"key":"R21","unstructured":"Kauffman A. and Gupta M.M., Introduction to Fuzzy Arithmetic: Theory and Application. Van Nostrand Reinhold, New York, NY (1991)."},{"key":"R22","first-page":"337","volume":"10","author":"Khalifa","year":"2019","journal-title":"C OR Rev."},{"key":"R23","doi-asserted-by":"crossref","first-page":"817","DOI":"10.1016\/j.apm.2010.07.037","volume":"35","author":"Kumar","year":"2011","journal-title":"Appl. Math. Model."},{"key":"R24","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/0165-0114(92)90223-Q","volume":"50","author":"Liou","year":"1992","journal-title":"Fuzzy Sets Syst."},{"key":"R25","doi-asserted-by":"crossref","unstructured":"Ljubojevi\u0107 S., Pamu\u010dar D., Jovanovi\u0107 D. and Ve\u0161ovi\u0107 V., Outsourcing transport service: a fuzzy multi-criteria methodology for provider selection based on comparison of the real and ideal parameters of providers. Oper. Res. 1\u201335 (2017).","DOI":"10.1007\/s12351-017-0293-x"},{"key":"R26","first-page":"499","volume":"17","author":"L\u00f3pez","year":"2017","journal-title":"Oper. Res."},{"key":"R27","doi-asserted-by":"crossref","first-page":"2496","DOI":"10.1016\/j.asoc.2012.03.042","volume":"12","author":"Mokhtarian","year":"2012","journal-title":"Appl. Soft Comp."},{"key":"R28","doi-asserted-by":"crossref","first-page":"2173","DOI":"10.1016\/j.eswa.2014.07.047","volume":"42","author":"Naili","year":"2015","journal-title":"Expert Syst. Appl."},{"key":"R29","doi-asserted-by":"crossref","first-page":"7865","DOI":"10.1016\/j.apm.2013.02.039","volume":"37","author":"Najafi","year":"2013","journal-title":"Appl. Math. Model."},{"key":"R30","first-page":"395","volume":"17","author":"Niroomand","year":"2017","journal-title":"Oper. Res."},{"key":"R31","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1002\/ijfe.1673","volume":"24","author":"Niroomand","year":"2019","journal-title":"Int. J. Finance Econ."},{"key":"R32","first-page":"347","volume":"8","author":"Peraei","year":"2001","journal-title":"K. J. Comp. Appl. Math."},{"key":"R33","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1016\/j.eiar.2016.06.003","volume":"61","author":"Ruiz-Padillo","year":"2016","journal-title":"Envir. Impact Asse. Rev."},{"key":"R34","doi-asserted-by":"crossref","first-page":"695","DOI":"10.1142\/S0219622020500145","volume":"19","author":"Sadabadi","year":"2020","journal-title":"Int. J. Info. Tech. Decis. Making"},{"key":"R35","doi-asserted-by":"crossref","first-page":"8432","DOI":"10.1016\/j.eswa.2015.06.057","volume":"42","author":"Tavana","year":"2015","journal-title":"Expert Syst. Appl."},{"key":"R36","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.eswa.2005.09.040","volume":"31","author":"Wang","year":"2006","journal-title":"Expert Sys Appl."},{"key":"R37","doi-asserted-by":"crossref","first-page":"3823","DOI":"10.1016\/j.enpol.2008.07.002","volume":"36","author":"Wang","year":"2008","journal-title":"Ener. Poli."},{"key":"R38","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1111\/exsy.12144","volume":"33","author":"Wanke","year":"2016","journal-title":"Expert Syst."},{"key":"R39","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1007\/s40815-016-0177-x","volume":"19","author":"Wei","year":"2017","journal-title":"Int. J. Fuzzy Syst."},{"key":"R40","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.eswa.2017.05.005","volume":"84","author":"Yatsalo","year":"2017","journal-title":"Expert Syst. Appl."},{"key":"R41","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1080\/01969720590961727","volume":"36","author":"Yong","year":"2007","journal-title":"Cybern. Syst."},{"key":"R42","doi-asserted-by":"crossref","first-page":"6281","DOI":"10.1016\/j.eswa.2010.11.086","volume":"38","author":"Y\u00fccel","year":"2011","journal-title":"Expert Syst. Appl."},{"key":"R43","doi-asserted-by":"crossref","first-page":"338","DOI":"10.1016\/S0019-9958(65)90241-X","volume":"8","author":"Zadeh","year":"1965","journal-title":"Inf. Cont."}],"container-title":["RAIRO - Operations Research"],"original-title":[],"link":[{"URL":"https:\/\/www.rairo-ro.org\/10.1051\/ro\/2020116\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,3]],"date-time":"2021-03-03T09:48:02Z","timestamp":1614764882000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.rairo-ro.org\/10.1051\/ro\/2020116"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":43,"journal-issue":{"issue":"1"},"alternative-id":["ro190351"],"URL":"https:\/\/doi.org\/10.1051\/ro\/2020116","relation":{},"ISSN":["0399-0559","1290-3868"],"issn-type":[{"value":"0399-0559","type":"print"},{"value":"1290-3868","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1]]}}}