Fuzzy multi-objective production/distribution planning decisions with multi-product and multi-time period in a supply chain

This work develops a fuzzy multi-objective linear programming (FMOLP) model with piecewise linear membership function to solve integrated multi-product and multi-time period production/distribution planning decisions (PDPD) problems with fuzzy objectives. The original multi-objective linear programm...

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Published in:	Computers & industrial engineering Vol. 55; no. 3; pp. 676 - 694
Main Author:	Liang, Tien-Fu
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 01.10.2008 Pergamon Press Inc
Subjects:	Decision making Fuzzy logic Fuzzy multi-objective linear programming Fuzzy sets Linear programming Mathematical models Production planning Production/distribution planning decisions Studies Supply chain management Supply chains Fuzzy sets Supply chain management Production/distribution planning decisions Fuzzy multi-objective linear programming
ISSN:	0360-8352, 1879-0550
Online Access:	Get full text
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Abstract	This work develops a fuzzy multi-objective linear programming (FMOLP) model with piecewise linear membership function to solve integrated multi-product and multi-time period production/distribution planning decisions (PDPD) problems with fuzzy objectives. The original multi-objective linear programming designed in this work model attempts to simultaneously minimize total costs and total delivery time in relation to inventory levels, available machine capacity and labor levels at each source, and forecast demand and available warehouse space at each destination and total budget. The proposed FMOLP model provides a systematic framework that facilitates fuzzy decision-making process, enabling the decision maker (DM) to interactively adjust the search direction during the solution procedure to obtain a DM’s preferred satisfactory solution. Additionally, the DM computes the value in each cost category by considering the time value of money in the proposed model, which is appropriate for practical application to the PDPD problem in a supply chain. Finally, an industrial case demonstrates the feasibility of applying the proposed model to a real-world integrated PDPD problem in a supply chain under uncertain environments.
AbstractList	This work develops a fuzzy multi-objective linear programming (FMOLP) model with piecewise linear membership function to solve integrated multi-product and multi-time period production/distribution planning decisions (PDPD) problems with fuzzy objectives. The original multi-objective linear programming designed in this work model attempts to simultaneously minimize total costs and total delivery time in relation to inventory levels, available machine capacity and labor levels at each source, and forecast demand and available warehouse space at each destination and total budget. The proposed FMOLP model provides a systematic framework that facilitates fuzzy decision-making process, enabling the decision maker (DM) to interactively adjust the search direction during the solution procedure to obtain a DM's preferred satisfactory solution. Additionally, the DM computes the value in each cost category by considering the time value of money in the proposed model, which is appropriate for practical application to the PDPD problem in a supply chain. Finally, an industrial case demonstrates the feasibility of applying the proposed model to a real-world integrated PDPD problem in a supply chain under uncertain environments. [PUBLICATION ABSTRACT] This work develops a fuzzy multi-objective linear programming (FMOLP) model with piecewise linear membership function to solve integrated multi-product and multi-time period production/distribution planning decisions (PDPD) problems with fuzzy objectives. The original multi-objective linear programming designed in this work model attempts to simultaneously minimize total costs and total delivery time in relation to inventory levels, available machine capacity and labor levels at each source, and forecast demand and available warehouse space at each destination and total budget. The proposed FMOLP model provides a systematic framework that facilitates fuzzy decision-making process, enabling the decision maker (DM) to interactively adjust the search direction during the solution procedure to obtain a DM's preferred satisfactory solution. Additionally, the DM computes the value in each cost category by considering the time value of money in the proposed model, which is appropriate for practical application to the PDPD problem in a supply chain. Finally, an industrial case demonstrates the feasibility of applying the proposed model to a real-world integrated PDPD problem in a supply chain under uncertain environments.
Author	Liang, Tien-Fu
Author_xml	– sequence: 1 givenname: Tien-Fu surname: Liang fullname: Liang, Tien-Fu email: farmer@mail.hit.edu.tw organization: Department of Industrial Engineering and Management, Hsiuping Institute of Technology, 11 Gungye Road, Dali City, Taichung 412, Taiwan, ROC
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Cites_doi	10.1016/S0377-2217(98)00317-8 10.1016/0165-0114(95)00243-X 10.1080/07408179908969907 10.1016/S0377-2217(02)00441-1 10.1080/00207548208947752 10.1016/j.ijpe.2004.06.021 10.1016/j.ijpe.2005.01.016 10.1080/03081077608547470 10.1016/j.ijpe.2004.09.011 10.1287/mnsc.2.1.1 10.1016/0165-0114(90)90099-R 10.1016/j.ijpe.2005.03.009 10.1016/0377-2217(96)00098-7 10.1016/j.cie.2004.12.012 10.1016/0377-2217(89)90253-1 10.1016/S0925-5273(98)00109-1 10.1016/j.fss.2006.01.014 10.1016/j.compchemeng.2003.09.014 10.1016/0165-0114(95)00278-2 10.1016/0165-0114(93)90160-J 10.1109/TSMCA.2003.817032 10.1016/0377-2217(94)90419-7 10.1016/0165-0114(87)90014-5 10.1016/0165-0114(92)90318-X 10.1016/j.fss.2004.07.005 10.1016/0165-0114(88)90013-9 10.1016/0165-0114(95)00169-7 10.1016/j.compind.2004.02.003 10.1080/00207548008919703 10.1016/S0360-8352(02)00074-8 10.1016/j.omega.2004.08.006 10.1016/0165-0114(94)00364-7 10.1007/BF00128646 10.1016/S0377-2217(98)00307-5 10.1080/00207540412331327718 10.1016/S0165-0114(85)80013-0 10.1016/j.cie.2003.09.009 10.1287/opre.36.2.216 10.1016/0165-0114(95)00241-3 10.1016/j.cor.2005.02.047 10.1016/S0377-2217(97)80080-X 10.1016/S0925-5273(00)00140-7 10.1016/S0305-0483(99)00080-8 10.1016/S0165-0114(98)00449-7 10.1016/0377-2217(95)00008-9 10.1016/0165-0114(88)90195-9 10.1080/09537280110061566 10.1016/S0377-2217(98)90299-5 10.1016/S0925-5273(98)00104-2 10.1080/002075499190031 10.1016/0165-0114(78)90031-3 10.1016/S0925-5273(98)00079-6 10.1016/S0305-0548(99)00007-6 10.1162/evco.1999.7.1.103 10.1016/j.ijpe.2005.05.003 10.1504/IJTM.2004.005059 10.1016/0165-0114(91)90156-K 10.1016/S0019-9958(65)90241-X 10.1016/0165-0114(81)90002-6 10.1016/S0165-0114(98)00041-4 10.1287/mnsc.17.4.B141 10.1016/S0360-8352(02)00063-3 10.1016/S0377-2217(98)00058-7 10.1016/S0925-5273(00)00172-9
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References	Chandra, Fisher (bib12) 1994; 72 Thomas, Griffin (bib58) 1996; 94 Chen, Huang (bib13) 2006; 101 Tanaka, Guo, Turksen (bib56) 2000; 111 Wang, Liang (bib61) 2004; 46 Lee, Kim (bib36) 2002; 43 Rommelfanger (bib51) 1996; 92 Vasant, Nagarajan, Yaacob (bib59) 2002; 2 Sabri, Beamon (bib53) 2000; 28 Erengüc, Simpson, Vakharia (bib20) 1999; 115 Buckley (bib8) 1990; 34 Yazenin (bib66) 1987; 22 Masud, Hwang (bib41) 1980; 18 Chen, Lin, Huang (bib15) 2006; 102 Liang (bib39) 2006; 157 Inuiguchi, Ramik (bib28) 2000; 111 Li, Lai (bib38) 2000; 27 Ozdamar, Yazgac (bib42) 1999; 37 Lai, Hwang (bib34) 1992; 49 Dubois, Fargier, Prade (bib18) 1996; 81 Wang, Liang (bib62) 2005; 98 Abd El-Wahed, Lee (bib1) 2006; 34 Zadeh (bib67) 1965; 8 Inuiguchi, Sakawa (bib30) 1996; 78 Xie, Petrovic, Burnham (bib64) 2006; 102 Kim, Kim (bib33) 2001; 73 Ramik, Rommelfanger (bib49) 1995; 81 Barbarsoğlu, Özgür (bib3) 1999; 118 Dubois, Fargier, Prade (bib17) 1995; 6 Bellman, Zadeh (bib5) 1970; 17 Jang, Jang, Chang, Park (bib31) 2002; 43 Tanaka, Ichihashi, Asai (bib57) 1984; 13 Ana Maria, Rakesh (bib2) 1999; 31 Chen, Lee (bib14) 2004; 28 Fung, Tang, Wang (bib21) 2003; 33 Chanas, Kuchta (bib11) 1996; 82 Petrovic (bib44) 2001; 71 Hintz, Zimmermann (bib25) 1989; 41 Sakawa (bib54) 1988; 28 Zimmermann (bib68) 1976; 2 Petrovic, Roy, Petrovic (bib46) 1999; 59 Giannoccaro, Pontrandolfo, Scozzi (bib23) 2003; 149 Ramik, Rommelfanger (bib48) 1993; 57 Gen, Syarif (bib22) 2005; 48 Jimenez, Verdegay (bib32) 1999; 7 Bilgen, Ozkarahan (bib6) 2004; 28 Wang, Shu (bib63) 2005; 150 Petrovic, Roy, Petrovic (bib45) 1998; 109 Lin, Chen (bib40) 2004; 55 Ramik, Rimanek (bib47) 1985; 16 Vidal, Goetschalckx (bib60) 1997; 98 Holt, Modigliani, Simon (bib27) 1955; 2 Yang, Ingizio, Kim (bib65) 1991; 11 Beamon (bib4) 1998; 55 Lee, Kim, Moon (bib37) 2002; 13 Byrne, Hossain (bib10) 2005 Dubois, Fortemps (bib19) 1999; 118 Byrne, Bakir (bib9) 1999; 59 Park (bib43) 2005; 43 Cohen, Lee (bib16) 1988; 36 Zimmermann (bib69) 1978; 1 Lai, Hwang (bib35) 1996 Zimmermann (bib70) 1996 Holt, Modigliani, Muth, Simon (bib26) 1960 Sakawa (bib55) 1993 Buckley (bib7) 1988; 26 Hannan (bib24) 1981; 6 Inuiguchi, Sakawa (bib29) 1995; 76 Saad (bib52) 1982; 20 Rizk, Martel, Amours (bib50) 2005; 33 Barbarsoğlu (10.1016/j.cie.2008.02.008_bib3) 1999; 118 Buckley (10.1016/j.cie.2008.02.008_bib8) 1990; 34 Chen (10.1016/j.cie.2008.02.008_bib13) 2006; 101 Ramik (10.1016/j.cie.2008.02.008_bib48) 1993; 57 Byrne (10.1016/j.cie.2008.02.008_bib10) 2005 Inuiguchi (10.1016/j.cie.2008.02.008_bib30) 1996; 78 Liang (10.1016/j.cie.2008.02.008_bib39) 2006; 157 Abd El-Wahed (10.1016/j.cie.2008.02.008_bib1) 2006; 34 Beamon (10.1016/j.cie.2008.02.008_bib4) 1998; 55 Lee (10.1016/j.cie.2008.02.008_bib37) 2002; 13 Hannan (10.1016/j.cie.2008.02.008_bib24) 1981; 6 Lee (10.1016/j.cie.2008.02.008_bib36) 2002; 43 Gen (10.1016/j.cie.2008.02.008_bib22) 2005; 48 Lai (10.1016/j.cie.2008.02.008_bib35) 1996 Petrovic (10.1016/j.cie.2008.02.008_bib46) 1999; 59 Wang (10.1016/j.cie.2008.02.008_bib63) 2005; 150 Lai (10.1016/j.cie.2008.02.008_bib34) 1992; 49 Ozdamar (10.1016/j.cie.2008.02.008_bib42) 1999; 37 Chandra (10.1016/j.cie.2008.02.008_bib12) 1994; 72 Petrovic (10.1016/j.cie.2008.02.008_bib45) 1998; 109 Erengüc (10.1016/j.cie.2008.02.008_bib20) 1999; 115 Yang (10.1016/j.cie.2008.02.008_bib65) 1991; 11 Saad (10.1016/j.cie.2008.02.008_bib52) 1982; 20 Vasant (10.1016/j.cie.2008.02.008_bib59) 2002; 2 Bilgen (10.1016/j.cie.2008.02.008_bib6) 2004; 28 Thomas (10.1016/j.cie.2008.02.008_bib58) 1996; 94 Byrne (10.1016/j.cie.2008.02.008_bib9) 1999; 59 Holt (10.1016/j.cie.2008.02.008_bib27) 1955; 2 Sakawa (10.1016/j.cie.2008.02.008_bib55) 1993 Ana Maria (10.1016/j.cie.2008.02.008_bib2) 1999; 31 Masud (10.1016/j.cie.2008.02.008_bib41) 1980; 18 Wang (10.1016/j.cie.2008.02.008_bib61) 2004; 46 Rommelfanger (10.1016/j.cie.2008.02.008_bib51) 1996; 92 Zimmermann (10.1016/j.cie.2008.02.008_bib68) 1976; 2 Rizk (10.1016/j.cie.2008.02.008_bib50) 2005; 33 Tanaka (10.1016/j.cie.2008.02.008_bib56) 2000; 111 Tanaka (10.1016/j.cie.2008.02.008_bib57) 1984; 13 Fung (10.1016/j.cie.2008.02.008_bib21) 2003; 33 Li (10.1016/j.cie.2008.02.008_bib38) 2000; 27 Kim (10.1016/j.cie.2008.02.008_bib33) 2001; 73 Dubois (10.1016/j.cie.2008.02.008_bib17) 1995; 6 Buckley (10.1016/j.cie.2008.02.008_bib7) 1988; 26 Bellman (10.1016/j.cie.2008.02.008_bib5) 1970; 17 Sakawa (10.1016/j.cie.2008.02.008_bib54) 1988; 28 Inuiguchi (10.1016/j.cie.2008.02.008_bib28) 2000; 111 Jang (10.1016/j.cie.2008.02.008_bib31) 2002; 43 Ramik (10.1016/j.cie.2008.02.008_bib47) 1985; 16 Zadeh (10.1016/j.cie.2008.02.008_bib67) 1965; 8 Inuiguchi (10.1016/j.cie.2008.02.008_bib29) 1995; 76 Hintz (10.1016/j.cie.2008.02.008_bib25) 1989; 41 Chanas (10.1016/j.cie.2008.02.008_bib11) 1996; 82 Holt (10.1016/j.cie.2008.02.008_bib26) 1960 Sabri (10.1016/j.cie.2008.02.008_bib53) 2000; 28 Xie (10.1016/j.cie.2008.02.008_bib64) 2006; 102 Wang (10.1016/j.cie.2008.02.008_bib62) 2005; 98 Zimmermann (10.1016/j.cie.2008.02.008_bib69) 1978; 1 Zimmermann (10.1016/j.cie.2008.02.008_bib70) 1996 Vidal (10.1016/j.cie.2008.02.008_bib60) 1997; 98 Cohen (10.1016/j.cie.2008.02.008_bib16) 1988; 36 Ramik (10.1016/j.cie.2008.02.008_bib49) 1995; 81 Dubois (10.1016/j.cie.2008.02.008_bib18) 1996; 81 Chen (10.1016/j.cie.2008.02.008_bib15) 2006; 102 Giannoccaro (10.1016/j.cie.2008.02.008_bib23) 2003; 149 Jimenez (10.1016/j.cie.2008.02.008_bib32) 1999; 7 Chen (10.1016/j.cie.2008.02.008_bib14) 2004; 28 Petrovic (10.1016/j.cie.2008.02.008_bib44) 2001; 71 Park (10.1016/j.cie.2008.02.008_bib43) 2005; 43 Yazenin (10.1016/j.cie.2008.02.008_bib66) 1987; 22 Dubois (10.1016/j.cie.2008.02.008_bib19) 1999; 118 Lin (10.1016/j.cie.2008.02.008_bib40) 2004; 55
References_xml	– volume: 49 start-page: 121 year: 1992 end-page: 133 ident: bib34 article-title: A new approach to some possibilistic linear programming problems publication-title: Fuzzy Sets and Systems – volume: 36 start-page: 216 year: 1988 end-page: 228 ident: bib16 article-title: Strategic analysis of integrated production–distribution systems: Models and methods publication-title: Operations Research – volume: 34 start-page: 158 year: 2006 end-page: 166 ident: bib1 article-title: Interactive fuzzy goal programming for multi-objective transportation problems publication-title: Omega – volume: 59 start-page: 305 year: 1999 end-page: 311 ident: bib9 article-title: Production planning using a hybrid simulation-analytical approach publication-title: International Journal of Production Economics – volume: 41 start-page: 321 year: 1989 end-page: 334 ident: bib25 article-title: A method to control flexible manufacturing systems publication-title: European Journal of Operational Research – volume: 18 start-page: 741 year: 1980 end-page: 752 ident: bib41 article-title: An aggregate production planning model and application of three multiple objective decision methods publication-title: International Journal of Production Research – volume: 7 start-page: 103 year: 1999 end-page: 107 ident: bib32 article-title: An evolutionary algorithm for interval solid transportation problems publication-title: Evolutionary Computation – volume: 2 start-page: 209 year: 1976 end-page: 215 ident: bib68 article-title: Description and optimization of fuzzy systems publication-title: International Journal of General Systems – volume: 46 start-page: 17 year: 2004 end-page: 41 ident: bib61 article-title: Application of fuzzy multi-objective linear programming to aggregate production planning publication-title: Computers and Industrial Engineering – volume: 33 start-page: 302 year: 2003 end-page: 313 ident: bib21 article-title: Multiproduct aggregate production planning with fuzzy demands and fuzzy capacities publication-title: IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans – volume: 1 start-page: 45 year: 1978 end-page: 56 ident: bib69 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems – volume: 98 start-page: 1 year: 1997 end-page: 18 ident: bib60 article-title: Strategic production–distribution models: A critical review with emphasis on global supply chain model publication-title: European Journal of Operational Research – volume: 31 start-page: 1061 year: 1999 end-page: 1074 ident: bib2 article-title: A review of integrated analysis of production and distribution systems publication-title: IIE Transactions – start-page: 225 year: 2005 end-page: 229 ident: bib10 article-title: Production planning: An improved hybrid approach publication-title: International Journal of Production Economics – volume: 13 start-page: 185 year: 1984 end-page: 194 ident: bib57 article-title: A formulation of fuzzy linear programming problem based on comparison of fuzzy numbers publication-title: Control and Cybernetics – volume: 34 start-page: 43 year: 1990 end-page: 59 ident: bib8 article-title: Stochastic versus possibilistic programming publication-title: Fuzzy Sets and Systems – year: 1996 ident: bib35 article-title: Fuzzy multiple objective decision making – volume: 48 start-page: 799 year: 2005 end-page: 809 ident: bib22 article-title: Hybrid genetic algorithm for multi-time period production/distribution planning publication-title: Computers and Industrial Engineering – volume: 102 start-page: 37 year: 2006 end-page: 50 ident: bib64 article-title: A heuristic procedure for the two-level control of serial supply chains under fuzzy customer demand publication-title: International Journal of Production Economics – volume: 6 start-page: 215 year: 1995 end-page: 234 ident: bib17 article-title: Fuzzy constraints in job-shop scheduling publication-title: Journal of Intelligent Manufacturing – volume: 22 start-page: 171 year: 1987 end-page: 180 ident: bib66 article-title: Fuzzy and stochastic programming publication-title: Fuzzy Sets and Systems – volume: 150 start-page: 107 year: 2005 end-page: 127 ident: bib63 article-title: Fuzzy decision modeling for supply chain management publication-title: Fuzzy Sets and Systems – volume: 13 start-page: 35 year: 2002 end-page: 46 ident: bib37 article-title: Production–distribution planning in supply chain using a hybrid approach publication-title: Production Planning and Control – year: 1993 ident: bib55 article-title: Fuzzy sets and interactive multiobjective optimization – volume: 109 start-page: 299 year: 1998 end-page: 309 ident: bib45 article-title: Modelling and simulation of a supply chain in an uncertain environment publication-title: European Journal of Operational Research – volume: 17 start-page: 141 year: 1970 end-page: 164 ident: bib5 article-title: Decision-making in a fuzzy environment publication-title: Management Science – volume: 27 start-page: 43 year: 2000 end-page: 57 ident: bib38 article-title: A fuzzy approach to the multiobjective transportation problem publication-title: Computers and Operations Research – volume: 16 start-page: 123 year: 1985 end-page: 138 ident: bib47 article-title: Inequality relation between fuzzy numbers and its use in fuzzy optimization publication-title: Fuzzy Sets and Systems – volume: 28 start-page: 1131 year: 2004 end-page: 1144 ident: bib14 article-title: Multi-objective optimization of multi-echelon supply chain networks with uncertain product demands and prices publication-title: Computers and Chemical Engineering – volume: 8 start-page: 338 year: 1965 end-page: 353 ident: bib67 article-title: Fuzzy sets publication-title: Information and Control – volume: 55 start-page: 281 year: 1998 end-page: 294 ident: bib4 article-title: Supply chain design and analysis models: Models and methods publication-title: International Journal of Production Economics – volume: 11 start-page: 39 year: 1991 end-page: 53 ident: bib65 article-title: Fuzzy programming with nonlinear membership functions: Piecewise linear approximation publication-title: Fuzzy Sets and Systems – year: 1960 ident: bib26 article-title: Planning production inventories and work force – volume: 157 start-page: 1303 year: 2006 end-page: 1316 ident: bib39 article-title: Distribution planning decisions using interactive fuzzy multi-objective linear programming publication-title: Fuzzy Sets and Systems – volume: 59 start-page: 443 year: 1999 end-page: 453 ident: bib46 article-title: Supply chain modeling using fuzzy sets publication-title: International Journal of Production Economics – volume: 102 start-page: 289 year: 2006 end-page: 301 ident: bib15 article-title: A fuzzy approach for supplier evaluation and selection in supply chain management publication-title: International Journal of Production Economics – volume: 2 start-page: 1 year: 2002 end-page: 16 ident: bib59 article-title: Decision making using modified S-curve membership function in fuzzy linear programming problem publication-title: Journal of Information and Communication Technology – volume: 92 start-page: 512 year: 1996 end-page: 527 ident: bib51 article-title: Fuzzy linear programming and applications publication-title: European Journal of Operational Research – volume: 2 start-page: 1 year: 1955 end-page: 30 ident: bib27 article-title: Linear decision rule for production and employment scheduling publication-title: Management Science – volume: 81 start-page: 77 year: 1995 end-page: 88 ident: bib49 article-title: Fuzzy mathematical programming based on some new inequality relations publication-title: Fuzzy Sets and Systems – volume: 28 start-page: 151 year: 2004 end-page: 171 ident: bib6 article-title: Strategic tactical and operational production–distribution models: A review publication-title: International Journal of Technology Management – volume: 111 start-page: 3 year: 2000 end-page: 28 ident: bib28 article-title: Possibilistic linear programming: A brief review of fuzzy mathematical programming and a comparison with stochastic programming in portfolio selection problem publication-title: Fuzzy Sets and Systems – volume: 73 start-page: 165 year: 2001 end-page: 173 ident: bib33 article-title: Extended model of a hybrid production planning approach publication-title: International Journal of Production Economics – volume: 72 start-page: 503 year: 1994 end-page: 517 ident: bib12 article-title: Coordination of production and distribution planning publication-title: European Journal of Operational Research – volume: 6 start-page: 235 year: 1981 end-page: 248 ident: bib24 article-title: Linear programming with multiple fuzzy goals publication-title: Fuzzy Sets and Systems – volume: 76 start-page: 309 year: 1995 end-page: 318 ident: bib29 article-title: A possibilistic linear programming program in equivalent to a stochastic linear program in special case publication-title: Fuzzy Sets and Systems – volume: 78 start-page: 231 year: 1996 end-page: 241 ident: bib30 article-title: Possible and necessary efficiency in possibilistic multiobjective linear programming problems and possible efficiency test publication-title: Fuzzy Sets and Systems – volume: 43 start-page: 1205 year: 2005 end-page: 1224 ident: bib43 article-title: An integrated approach for production and distribution planning in supply chain management publication-title: International Journal of Production Research – volume: 28 start-page: 129 year: 1988 end-page: 144 ident: bib54 article-title: An interactive fuzzy satisfying method for multiobjective linear fractional programming problems publication-title: Fuzzy Sets and Systems – volume: 81 start-page: 103 year: 1996 end-page: 122 ident: bib18 article-title: Refinements of the maximin approach to decision-making in a fuzzy environment publication-title: Fuzzy Sets and Systems – volume: 43 start-page: 263 year: 2002 end-page: 281 ident: bib31 article-title: A combined model of network design and production/distribution planning for a supply network publication-title: Computers and Industrial Engineering – volume: 71 start-page: 429 year: 2001 end-page: 438 ident: bib44 article-title: Simulation of supply chain behavior and performance in an uncertain environment publication-title: International Journal of Production Economics – volume: 118 start-page: 464 year: 1999 end-page: 484 ident: bib3 article-title: Hierarchical design of an integrated production and 2-echelon distribution system publication-title: European Journal of Operational Research – volume: 33 start-page: 3600 year: 2005 end-page: 3623 ident: bib50 article-title: Multi-item dynamic production–distribution planning in process industries with divergent finishing stages publication-title: Computers and Operations Research – volume: 43 start-page: 169 year: 2002 end-page: 190 ident: bib36 article-title: Production–distribution planning in supply chain considering capacity constraints publication-title: Computers and Industrial Engineering – volume: 101 start-page: 185 year: 2006 end-page: 193 ident: bib13 article-title: Order-fulfillment ability analysis in the supply-chain system with fuzzy operation times publication-title: International Journal of Production Economics – volume: 149 start-page: 185 year: 2003 end-page: 196 ident: bib23 article-title: A fuzzy echelon approach for inventory management in supply chains publication-title: European Journal of Operational Research – volume: 94 start-page: 1 year: 1996 end-page: 15 ident: bib58 article-title: Coordinated supply chain management publication-title: European Journal of Operational Research – volume: 115 start-page: 219 year: 1999 end-page: 236 ident: bib20 article-title: Integrated production/distribution planning in supply chains: An invited review publication-title: European Journal of Operational Research – volume: 37 start-page: 3759 year: 1999 end-page: 3772 ident: bib42 article-title: A hierarchical planning approach for a production–distribution system publication-title: International Journal of Production Research – volume: 20 start-page: 105 year: 1982 end-page: 114 ident: bib52 article-title: An overview of production planning model: Structure classification and empirical assessment publication-title: International Journal of Production Research – volume: 26 start-page: 135 year: 1988 end-page: 138 ident: bib7 article-title: Possibilistic linear programming with triangular fuzzy numbers publication-title: Fuzzy Sets and Systems – volume: 57 start-page: 203 year: 1993 end-page: 208 ident: bib48 article-title: A single- and multi-valued order on fuzzy numbers and its use in linear programming with fuzzy coefficients publication-title: Fuzzy Sets and Systems – volume: 55 start-page: 159 year: 2004 end-page: 179 ident: bib40 article-title: A fuzzy strategic alliance selection framework for supply chain partnering under limited evaluation resources publication-title: Computers in Industry – volume: 28 start-page: 581 year: 2000 end-page: 598 ident: bib53 article-title: A multi-objective approach to simultaneous strategic and operational planning in supply chain design publication-title: Omega – year: 1996 ident: bib70 article-title: Fuzzy set theory and its application – volume: 82 start-page: 299 year: 1996 end-page: 305 ident: bib11 article-title: A concept of the optimal solution of the transportation problem with fuzzy cost coefficients publication-title: Fuzzy Sets and Systems – volume: 111 start-page: 387 year: 2000 end-page: 397 ident: bib56 article-title: Portfolio selection based on fuzzy probabilities and possibility distributions publication-title: Fuzzy Sets and Systems – volume: 118 start-page: 95 year: 1999 end-page: 126 ident: bib19 article-title: Computing improved optimal solutions to max–min flexible constraint satisfaction problems publication-title: European Journal of Operational Research – volume: 98 start-page: 328 year: 2005 end-page: 341 ident: bib62 article-title: Applying possibilistic linear programming to aggregate production planning publication-title: International Journal of Production Economics – volume: 118 start-page: 464 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib3 article-title: Hierarchical design of an integrated production and 2-echelon distribution system publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)00317-8 – volume: 81 start-page: 103 year: 1996 ident: 10.1016/j.cie.2008.02.008_bib18 article-title: Refinements of the maximin approach to decision-making in a fuzzy environment publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00243-X – volume: 31 start-page: 1061 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib2 article-title: A review of integrated analysis of production and distribution systems publication-title: IIE Transactions doi: 10.1080/07408179908969907 – volume: 149 start-page: 185 year: 2003 ident: 10.1016/j.cie.2008.02.008_bib23 article-title: A fuzzy echelon approach for inventory management in supply chains publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(02)00441-1 – volume: 20 start-page: 105 year: 1982 ident: 10.1016/j.cie.2008.02.008_bib52 article-title: An overview of production planning model: Structure classification and empirical assessment publication-title: International Journal of Production Research doi: 10.1080/00207548208947752 – start-page: 225 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib10 article-title: Production planning: An improved hybrid approach publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2004.06.021 – volume: 102 start-page: 37 year: 2006 ident: 10.1016/j.cie.2008.02.008_bib64 article-title: A heuristic procedure for the two-level control of serial supply chains under fuzzy customer demand publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2005.01.016 – volume: 2 start-page: 209 year: 1976 ident: 10.1016/j.cie.2008.02.008_bib68 article-title: Description and optimization of fuzzy systems publication-title: International Journal of General Systems doi: 10.1080/03081077608547470 – volume: 98 start-page: 328 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib62 article-title: Applying possibilistic linear programming to aggregate production planning publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2004.09.011 – volume: 2 start-page: 1 year: 1955 ident: 10.1016/j.cie.2008.02.008_bib27 article-title: Linear decision rule for production and employment scheduling publication-title: Management Science doi: 10.1287/mnsc.2.1.1 – volume: 34 start-page: 43 year: 1990 ident: 10.1016/j.cie.2008.02.008_bib8 article-title: Stochastic versus possibilistic programming publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(90)90099-R – volume: 102 start-page: 289 year: 2006 ident: 10.1016/j.cie.2008.02.008_bib15 article-title: A fuzzy approach for supplier evaluation and selection in supply chain management publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2005.03.009 – volume: 94 start-page: 1 year: 1996 ident: 10.1016/j.cie.2008.02.008_bib58 article-title: Coordinated supply chain management publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(96)00098-7 – volume: 48 start-page: 799 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib22 article-title: Hybrid genetic algorithm for multi-time period production/distribution planning publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2004.12.012 – volume: 41 start-page: 321 year: 1989 ident: 10.1016/j.cie.2008.02.008_bib25 article-title: A method to control flexible manufacturing systems publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(89)90253-1 – volume: 59 start-page: 443 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib46 article-title: Supply chain modeling using fuzzy sets publication-title: International Journal of Production Economics doi: 10.1016/S0925-5273(98)00109-1 – volume: 157 start-page: 1303 year: 2006 ident: 10.1016/j.cie.2008.02.008_bib39 article-title: Distribution planning decisions using interactive fuzzy multi-objective linear programming publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2006.01.014 – volume: 28 start-page: 1131 year: 2004 ident: 10.1016/j.cie.2008.02.008_bib14 article-title: Multi-objective optimization of multi-echelon supply chain networks with uncertain product demands and prices publication-title: Computers and Chemical Engineering doi: 10.1016/j.compchemeng.2003.09.014 – volume: 82 start-page: 299 year: 1996 ident: 10.1016/j.cie.2008.02.008_bib11 article-title: A concept of the optimal solution of the transportation problem with fuzzy cost coefficients publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00278-2 – volume: 57 start-page: 203 year: 1993 ident: 10.1016/j.cie.2008.02.008_bib48 article-title: A single- and multi-valued order on fuzzy numbers and its use in linear programming with fuzzy coefficients publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90160-J – volume: 33 start-page: 302 year: 2003 ident: 10.1016/j.cie.2008.02.008_bib21 article-title: Multiproduct aggregate production planning with fuzzy demands and fuzzy capacities publication-title: IEEE Transactions on Systems, Man, and Cybernetics – Part A: Systems and Humans doi: 10.1109/TSMCA.2003.817032 – volume: 72 start-page: 503 year: 1994 ident: 10.1016/j.cie.2008.02.008_bib12 article-title: Coordination of production and distribution planning publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(94)90419-7 – volume: 22 start-page: 171 year: 1987 ident: 10.1016/j.cie.2008.02.008_bib66 article-title: Fuzzy and stochastic programming publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(87)90014-5 – volume: 49 start-page: 121 year: 1992 ident: 10.1016/j.cie.2008.02.008_bib34 article-title: A new approach to some possibilistic linear programming problems publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(92)90318-X – volume: 150 start-page: 107 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib63 article-title: Fuzzy decision modeling for supply chain management publication-title: Fuzzy Sets and Systems doi: 10.1016/j.fss.2004.07.005 – volume: 26 start-page: 135 year: 1988 ident: 10.1016/j.cie.2008.02.008_bib7 article-title: Possibilistic linear programming with triangular fuzzy numbers publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(88)90013-9 – volume: 78 start-page: 231 year: 1996 ident: 10.1016/j.cie.2008.02.008_bib30 article-title: Possible and necessary efficiency in possibilistic multiobjective linear programming problems and possible efficiency test publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00169-7 – volume: 55 start-page: 159 year: 2004 ident: 10.1016/j.cie.2008.02.008_bib40 article-title: A fuzzy strategic alliance selection framework for supply chain partnering under limited evaluation resources publication-title: Computers in Industry doi: 10.1016/j.compind.2004.02.003 – volume: 18 start-page: 741 year: 1980 ident: 10.1016/j.cie.2008.02.008_bib41 article-title: An aggregate production planning model and application of three multiple objective decision methods publication-title: International Journal of Production Research doi: 10.1080/00207548008919703 – volume: 43 start-page: 263 year: 2002 ident: 10.1016/j.cie.2008.02.008_bib31 article-title: A combined model of network design and production/distribution planning for a supply network publication-title: Computers and Industrial Engineering doi: 10.1016/S0360-8352(02)00074-8 – volume: 34 start-page: 158 year: 2006 ident: 10.1016/j.cie.2008.02.008_bib1 article-title: Interactive fuzzy goal programming for multi-objective transportation problems publication-title: Omega doi: 10.1016/j.omega.2004.08.006 – volume: 76 start-page: 309 year: 1995 ident: 10.1016/j.cie.2008.02.008_bib29 article-title: A possibilistic linear programming program in equivalent to a stochastic linear program in special case publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(94)00364-7 – year: 1996 ident: 10.1016/j.cie.2008.02.008_bib35 – volume: 6 start-page: 215 year: 1995 ident: 10.1016/j.cie.2008.02.008_bib17 article-title: Fuzzy constraints in job-shop scheduling publication-title: Journal of Intelligent Manufacturing doi: 10.1007/BF00128646 – volume: 118 start-page: 95 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib19 article-title: Computing improved optimal solutions to max–min flexible constraint satisfaction problems publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)00307-5 – volume: 43 start-page: 1205 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib43 article-title: An integrated approach for production and distribution planning in supply chain management publication-title: International Journal of Production Research doi: 10.1080/00207540412331327718 – volume: 16 start-page: 123 year: 1985 ident: 10.1016/j.cie.2008.02.008_bib47 article-title: Inequality relation between fuzzy numbers and its use in fuzzy optimization publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(85)80013-0 – volume: 46 start-page: 17 year: 2004 ident: 10.1016/j.cie.2008.02.008_bib61 article-title: Application of fuzzy multi-objective linear programming to aggregate production planning publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2003.09.009 – volume: 36 start-page: 216 year: 1988 ident: 10.1016/j.cie.2008.02.008_bib16 article-title: Strategic analysis of integrated production–distribution systems: Models and methods publication-title: Operations Research doi: 10.1287/opre.36.2.216 – volume: 81 start-page: 77 year: 1995 ident: 10.1016/j.cie.2008.02.008_bib49 article-title: Fuzzy mathematical programming based on some new inequality relations publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(95)00241-3 – volume: 33 start-page: 3600 year: 2005 ident: 10.1016/j.cie.2008.02.008_bib50 article-title: Multi-item dynamic production–distribution planning in process industries with divergent finishing stages publication-title: Computers and Operations Research doi: 10.1016/j.cor.2005.02.047 – volume: 98 start-page: 1 year: 1997 ident: 10.1016/j.cie.2008.02.008_bib60 article-title: Strategic production–distribution models: A critical review with emphasis on global supply chain model publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(97)80080-X – volume: 71 start-page: 429 year: 2001 ident: 10.1016/j.cie.2008.02.008_bib44 article-title: Simulation of supply chain behavior and performance in an uncertain environment publication-title: International Journal of Production Economics doi: 10.1016/S0925-5273(00)00140-7 – volume: 28 start-page: 581 year: 2000 ident: 10.1016/j.cie.2008.02.008_bib53 article-title: A multi-objective approach to simultaneous strategic and operational planning in supply chain design publication-title: Omega doi: 10.1016/S0305-0483(99)00080-8 – volume: 111 start-page: 3 year: 2000 ident: 10.1016/j.cie.2008.02.008_bib28 article-title: Possibilistic linear programming: A brief review of fuzzy mathematical programming and a comparison with stochastic programming in portfolio selection problem publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(98)00449-7 – year: 1996 ident: 10.1016/j.cie.2008.02.008_bib70 – volume: 92 start-page: 512 year: 1996 ident: 10.1016/j.cie.2008.02.008_bib51 article-title: Fuzzy linear programming and applications publication-title: European Journal of Operational Research doi: 10.1016/0377-2217(95)00008-9 – year: 1960 ident: 10.1016/j.cie.2008.02.008_bib26 – volume: 28 start-page: 129 year: 1988 ident: 10.1016/j.cie.2008.02.008_bib54 article-title: An interactive fuzzy satisfying method for multiobjective linear fractional programming problems publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(88)90195-9 – year: 1993 ident: 10.1016/j.cie.2008.02.008_bib55 – volume: 13 start-page: 35 year: 2002 ident: 10.1016/j.cie.2008.02.008_bib37 article-title: Production–distribution planning in supply chain using a hybrid approach publication-title: Production Planning and Control doi: 10.1080/09537280110061566 – volume: 2 start-page: 1 year: 2002 ident: 10.1016/j.cie.2008.02.008_bib59 article-title: Decision making using modified S-curve membership function in fuzzy linear programming problem publication-title: Journal of Information and Communication Technology – volume: 115 start-page: 219 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib20 article-title: Integrated production/distribution planning in supply chains: An invited review publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)90299-5 – volume: 59 start-page: 305 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib9 article-title: Production planning using a hybrid simulation-analytical approach publication-title: International Journal of Production Economics doi: 10.1016/S0925-5273(98)00104-2 – volume: 37 start-page: 3759 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib42 article-title: A hierarchical planning approach for a production–distribution system publication-title: International Journal of Production Research doi: 10.1080/002075499190031 – volume: 1 start-page: 45 year: 1978 ident: 10.1016/j.cie.2008.02.008_bib69 article-title: Fuzzy programming and linear programming with several objective functions publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(78)90031-3 – volume: 55 start-page: 281 year: 1998 ident: 10.1016/j.cie.2008.02.008_bib4 article-title: Supply chain design and analysis models: Models and methods publication-title: International Journal of Production Economics doi: 10.1016/S0925-5273(98)00079-6 – volume: 27 start-page: 43 year: 2000 ident: 10.1016/j.cie.2008.02.008_bib38 article-title: A fuzzy approach to the multiobjective transportation problem publication-title: Computers and Operations Research doi: 10.1016/S0305-0548(99)00007-6 – volume: 7 start-page: 103 year: 1999 ident: 10.1016/j.cie.2008.02.008_bib32 article-title: An evolutionary algorithm for interval solid transportation problems publication-title: Evolutionary Computation doi: 10.1162/evco.1999.7.1.103 – volume: 101 start-page: 185 year: 2006 ident: 10.1016/j.cie.2008.02.008_bib13 article-title: Order-fulfillment ability analysis in the supply-chain system with fuzzy operation times publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2005.05.003 – volume: 28 start-page: 151 year: 2004 ident: 10.1016/j.cie.2008.02.008_bib6 article-title: Strategic tactical and operational production–distribution models: A review publication-title: International Journal of Technology Management doi: 10.1504/IJTM.2004.005059 – volume: 11 start-page: 39 year: 1991 ident: 10.1016/j.cie.2008.02.008_bib65 article-title: Fuzzy programming with nonlinear membership functions: Piecewise linear approximation publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(91)90156-K – volume: 8 start-page: 338 year: 1965 ident: 10.1016/j.cie.2008.02.008_bib67 article-title: Fuzzy sets publication-title: Information and Control doi: 10.1016/S0019-9958(65)90241-X – volume: 6 start-page: 235 year: 1981 ident: 10.1016/j.cie.2008.02.008_bib24 article-title: Linear programming with multiple fuzzy goals publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(81)90002-6 – volume: 111 start-page: 387 year: 2000 ident: 10.1016/j.cie.2008.02.008_bib56 article-title: Portfolio selection based on fuzzy probabilities and possibility distributions publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(98)00041-4 – volume: 13 start-page: 185 year: 1984 ident: 10.1016/j.cie.2008.02.008_bib57 article-title: A formulation of fuzzy linear programming problem based on comparison of fuzzy numbers publication-title: Control and Cybernetics – volume: 17 start-page: 141 year: 1970 ident: 10.1016/j.cie.2008.02.008_bib5 article-title: Decision-making in a fuzzy environment publication-title: Management Science doi: 10.1287/mnsc.17.4.B141 – volume: 43 start-page: 169 year: 2002 ident: 10.1016/j.cie.2008.02.008_bib36 article-title: Production–distribution planning in supply chain considering capacity constraints publication-title: Computers and Industrial Engineering doi: 10.1016/S0360-8352(02)00063-3 – volume: 109 start-page: 299 year: 1998 ident: 10.1016/j.cie.2008.02.008_bib45 article-title: Modelling and simulation of a supply chain in an uncertain environment publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(98)00058-7 – volume: 73 start-page: 165 year: 2001 ident: 10.1016/j.cie.2008.02.008_bib33 article-title: Extended model of a hybrid production planning approach publication-title: International Journal of Production Economics doi: 10.1016/S0925-5273(00)00172-9
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Snippet	This work develops a fuzzy multi-objective linear programming (FMOLP) model with piecewise linear membership function to solve integrated multi-product and...
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SubjectTerms	Decision making Fuzzy logic Fuzzy multi-objective linear programming Fuzzy sets Linear programming Mathematical models Production planning Production/distribution planning decisions Studies Supply chain management Supply chains
Title	Fuzzy multi-objective production/distribution planning decisions with multi-product and multi-time period in a supply chain
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