Multi-stage multi-objective production planning using linguistic and numeric data-a fuzzy integer programming model
•We solve multi-stage production planning problem with multiple conflicting; non-commensurable and fuzzy objectives.•The trade off among the criteria is elicited by DM in linguistic terms and incorporated into the model.•The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the...
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| Veröffentlicht in: | Computers & industrial engineering Jg. 87; S. 454 - 464 |
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| Sprache: | Englisch |
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01.09.2015
Pergamon Press Inc |
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| ISSN: | 0360-8352, 1879-0550 |
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| Abstract | •We solve multi-stage production planning problem with multiple conflicting; non-commensurable and fuzzy objectives.•The trade off among the criteria is elicited by DM in linguistic terms and incorporated into the model.•The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the objectives as per their priorities.•The production process is formulated as a Mixed Integer Programming (MIP) problem.•The methodology is illustrated with a real life application of crankshaft productions in an automobile industry.
This paper introduces a methodology to solve a multi-stage production planning problem having multiple objectives, which are conflicting, non-commensurable and fuzzy in nature. The production process consists of multiple stages having one or more machines in each stage. Every processing stage produces work-in-process, semi-finished items as an output, which becomes an input to the subsequent stage either fully or partially depending on the cycle times of the machines. Events of machine breakdowns and imbalances in input–output relations in one or more stages may affect both work-in-process (WIP) and final production targets. Our paper provides a methodology based on fuzzy logic to maintain the desired balanced input–output relation at each stage and the targeted production output at the final stage. This is done by procurement of work-in-process inventory (WIP) and installation of new machines at appropriate stages. The objectives or goals expressed in linguistic terms are represented as fuzzy sets. The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the objectives as per their priorities and finally to formulate the production process as a Mixed Integer Programming (MIP) problem. The solution to MIP shows the degrees of achievements of the production process objectives. The methodology is illustrated with a real life application of crankshaft productions in an automobile industry. |
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| AbstractList | This paper introduces a methodology to solve a multi-stage production planning problem having multiple objectives, which are conflicting, non-commensurable and fuzzy in nature. The production process consists of multiple stages having one or more machines in each stage. Every processing stage produces work-in-process, semi-finished items as an output, which becomes an input to the subsequent stage either fully or partially depending on the cycle times of the machines. Events of machine breakdowns and imbalances in input-output relations in one or more stages may affect both work-in-process (WIP) and final production targets. Our paper provides a methodology based on fuzzy logic to maintain the desired balanced input-output relation at each stage and the targeted production output at the final stage. This is done by procurement of work-in-process inventory (WIP) and installation of new machines at appropriate stages. The objectives or goals expressed in linguistic terms are represented as fuzzy sets. The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the objectives as per their priorities and finally to formulate the production process as a Mixed Integer Programming (MIP) problem. The solution to MIP shows the degrees of achievements of the production process objectives. The methodology is illustrated with a real life application of crankshaft productions in an automobile industry. •We solve multi-stage production planning problem with multiple conflicting; non-commensurable and fuzzy objectives.•The trade off among the criteria is elicited by DM in linguistic terms and incorporated into the model.•The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the objectives as per their priorities.•The production process is formulated as a Mixed Integer Programming (MIP) problem.•The methodology is illustrated with a real life application of crankshaft productions in an automobile industry. This paper introduces a methodology to solve a multi-stage production planning problem having multiple objectives, which are conflicting, non-commensurable and fuzzy in nature. The production process consists of multiple stages having one or more machines in each stage. Every processing stage produces work-in-process, semi-finished items as an output, which becomes an input to the subsequent stage either fully or partially depending on the cycle times of the machines. Events of machine breakdowns and imbalances in input–output relations in one or more stages may affect both work-in-process (WIP) and final production targets. Our paper provides a methodology based on fuzzy logic to maintain the desired balanced input–output relation at each stage and the targeted production output at the final stage. This is done by procurement of work-in-process inventory (WIP) and installation of new machines at appropriate stages. The objectives or goals expressed in linguistic terms are represented as fuzzy sets. The Induced Ordered Weighted Averaging (IOWA) operator is used to aggregate the objectives as per their priorities and finally to formulate the production process as a Mixed Integer Programming (MIP) problem. The solution to MIP shows the degrees of achievements of the production process objectives. The methodology is illustrated with a real life application of crankshaft productions in an automobile industry. |
| Author | Gupta, Mahima Mohanty, B.K. |
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| References | Chen, Lin, W (b0030) 2014 Schultmann, Frohling, Rentz (b0095) 2006; 44 Weng (b0110) 1998; 109 Ho, Chao-Hsien Pan (b0065) 2012 Herrera, Martinez (b0060) 2000; 8 Glock, Jaber (b0055) 2013 Rahmani, Ramezanian, Fattahi, Heydari (b0085) 2013 Chang, Su, Yang, Weng (b0025) 2012 Afentakis, Garish, Karmakar (b0005) 1984; 30 Battaia, Dolgui (b0015) 2013 Deckro, Herbert (b0035) 1984; 16 Yager (b0120) 1981; 24 Yager (b0125) 1993; 59 Hsiaoa, Lin, Huang (b0070) 2010; 124 Vickery, Markland (b0105) 1986; 24 Xiaobo, Gong, Wang (b0115) 2002; 40 Gabby (b0045) 1979; 25 Sabuncuoglu, Erel, Gocgu (b0090) 2006; 44 Mula, Poler, Gracia-Sabater, Lairo (b0075) 2006; 103 Thi, Tran (b0100) 2014 Aidurgam, Elshafei (b0010) 2012; 50 Blackburn, Millen (b0020) 1982; 21 Eynan, Dong (b0040) 2012 Glock (b0050) 2011 Yager (b0130) 2003; 137 Paksoy, Pehlivan (b0080) 2012; 349 Glock (10.1016/j.cie.2015.06.001_b0055) 2013 Schultmann (10.1016/j.cie.2015.06.001_b0095) 2006; 44 Afentakis (10.1016/j.cie.2015.06.001_b0005) 1984; 30 Chen (10.1016/j.cie.2015.06.001_b0030) 2014 Chang (10.1016/j.cie.2015.06.001_b0025) 2012 Yager (10.1016/j.cie.2015.06.001_b0130) 2003; 137 Herrera (10.1016/j.cie.2015.06.001_b0060) 2000; 8 Vickery (10.1016/j.cie.2015.06.001_b0105) 1986; 24 Paksoy (10.1016/j.cie.2015.06.001_b0080) 2012; 349 Thi (10.1016/j.cie.2015.06.001_b0100) 2014 Aidurgam (10.1016/j.cie.2015.06.001_b0010) 2012; 50 Xiaobo (10.1016/j.cie.2015.06.001_b0115) 2002; 40 Ho (10.1016/j.cie.2015.06.001_b0065) 2012 Battaia (10.1016/j.cie.2015.06.001_b0015) 2013 Yager (10.1016/j.cie.2015.06.001_b0125) 1993; 59 Sabuncuoglu (10.1016/j.cie.2015.06.001_b0090) 2006; 44 Yager (10.1016/j.cie.2015.06.001_b0120) 1981; 24 Gabby (10.1016/j.cie.2015.06.001_b0045) 1979; 25 Eynan (10.1016/j.cie.2015.06.001_b0040) 2012 Glock (10.1016/j.cie.2015.06.001_b0050) 2011 Deckro (10.1016/j.cie.2015.06.001_b0035) 1984; 16 Blackburn (10.1016/j.cie.2015.06.001_b0020) 1982; 21 Rahmani (10.1016/j.cie.2015.06.001_b0085) 2013 Hsiaoa (10.1016/j.cie.2015.06.001_b0070) 2010; 124 Mula (10.1016/j.cie.2015.06.001_b0075) 2006; 103 Weng (10.1016/j.cie.2015.06.001_b0110) 1998; 109 |
| References_xml | – volume: 24 start-page: 143 year: 1981 end-page: 161 ident: b0120 article-title: A procedure for ordering fuzzy subsets of the unit interval publication-title: Information Science – start-page: 513 year: 2012 end-page: 531 ident: b0065 article-title: Optimizing multi-stage production for an assembly-type supply chain with unequal sized batch shipments publication-title: Journal of Optimization Theory and Application – volume: 44 start-page: 1589 year: 2006 end-page: 1612 ident: b0095 article-title: Fuzzy approach for production planning and detailed scheduling in paints manufacturing publication-title: International Journal of Production Research – start-page: 285 year: 2012 end-page: 293 ident: b0025 article-title: An economic manufacturing quantity model for a two-stage assembly system with imperfect processes and variable production rate publication-title: Computers & Industrial Engineering – volume: 124 start-page: 408 year: 2010 end-page: 413 ident: b0070 article-title: Optimal multi-stage logistic and inventory policies with production bottleneck in a serial supply chain publication-title: International Journal of Production Economics – volume: 21 start-page: 44 year: 1982 end-page: 56 ident: b0020 article-title: Improved heuristics for multi-stage requirements planning systems publication-title: Management Science – start-page: 708 year: 2013 end-page: 720 ident: b0055 article-title: A multi-stage production-inventory model with learning and forgetting effects, rework and scrap publication-title: Computers and Industrial Engineering – volume: 44 start-page: 2499 year: 2006 end-page: 2523 ident: b0090 article-title: Analysis of serial production lines: Characterisation study and a new heuristic procedure for optimal buffer allocation publication-title: International Journal of Production Research – volume: 59 start-page: 125 year: 1993 end-page: 148 ident: b0125 article-title: Families of OWA operators publication-title: Fuzzy Sets and Systems – volume: 40 start-page: 1155 year: 2002 end-page: 1171 ident: b0115 article-title: On control strategies in a multi-stage production system publication-title: International Journal of Production Research – start-page: 259 year: 2013 end-page: 277 ident: b0015 article-title: A taxonomy of line balancing problems and their solution approaches publication-title: International Journal of Production Economics – start-page: 141 year: 2014 end-page: 156 ident: b0030 article-title: Coordinated capacity planning in two-stage thin-film-transistor liquid–crystal-display (TFT-LCD) production networks publication-title: Omega – volume: 103 start-page: 271 year: 2006 end-page: 285 ident: b0075 article-title: Models for production planning under uncertainty: A review publication-title: International Journal of Production Economics – start-page: 8957 year: 2013 end-page: 8971 ident: b0085 article-title: A robust optimization model for multi-product two-stage capacitated production planning inder uncertainty publication-title: Applied Mathematical Modelling – volume: 109 start-page: 587 year: 1998 end-page: 598 ident: b0110 article-title: Managing production with flexible capacity deployment for serial multi-stage manufacturing systems publication-title: European Journal of Operational Research – volume: 24 start-page: 517 year: 1986 end-page: 534 ident: b0105 article-title: Multi-stage lot sizing in a serial production system publication-title: Management Science – start-page: 194 year: 2012 end-page: 203 ident: b0040 article-title: Design of flexible multi-stage processes publication-title: Productions and Operations Management – volume: 8 start-page: 539 year: 2000 end-page: 562 ident: b0060 article-title: An approach for combining linguistic and numerical information based on the 2- tuple fuzzy linguistic representation model in decision-making publication-title: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems – start-page: 6017 year: 2011 end-page: 6039 ident: b0050 article-title: Batch sizing with controllable production rates in a multi-stage production system publication-title: International Journal of Production Research – volume: 137 start-page: 59 year: 2003 end-page: 69 ident: b0130 article-title: Induced aggregation operators publication-title: Fuzzy Sets and Systems – volume: 30 start-page: 222 year: 1984 end-page: 239 ident: b0005 article-title: Computationally efficient optimal solutions to the lot-sizing problem in multi stage assembly systems publication-title: Management Science – volume: 16 start-page: 308 year: 1984 end-page: 315 ident: b0035 article-title: Goal programming approaches to solve linear decision rule base approach production planning models publication-title: IIE Transactions – volume: 349 start-page: 93 year: 2012 end-page: 109 ident: b0080 article-title: A fuzzy linear programming model for the optimization of multi-stage supply chain networks with triangular and trapezoidal membership functions publication-title: Journal of the Franklin Institute – volume: 25 start-page: 1138 year: 1979 end-page: 1148 ident: b0045 article-title: Multi-stage production planning publication-title: Management Science – volume: 50 start-page: 6329 year: 2012 end-page: 6338 ident: b0010 article-title: Optimal process targeting for multi-inputs, multi-stages and multi-characteristics production systems publication-title: International Journal of Production Research – start-page: 441 year: 2014 end-page: 468 ident: b0100 article-title: Optimizing a multi-stage production/inventory system by DC programming based approaches publication-title: Computational Optimization and Application – start-page: 6017 year: 2011 ident: 10.1016/j.cie.2015.06.001_b0050 article-title: Batch sizing with controllable production rates in a multi-stage production system publication-title: International Journal of Production Research doi: 10.1080/00207543.2010.528058 – start-page: 708 year: 2013 ident: 10.1016/j.cie.2015.06.001_b0055 article-title: A multi-stage production-inventory model with learning and forgetting effects, rework and scrap publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2012.08.018 – volume: 21 start-page: 44 year: 1982 ident: 10.1016/j.cie.2015.06.001_b0020 article-title: Improved heuristics for multi-stage requirements planning systems publication-title: Management Science doi: 10.1287/mnsc.28.1.44 – start-page: 285 year: 2012 ident: 10.1016/j.cie.2015.06.001_b0025 article-title: An economic manufacturing quantity model for a two-stage assembly system with imperfect processes and variable production rate publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2012.02.011 – volume: 16 start-page: 308 year: 1984 ident: 10.1016/j.cie.2015.06.001_b0035 article-title: Goal programming approaches to solve linear decision rule base approach production planning models publication-title: IIE Transactions doi: 10.1080/07408178408975249 – start-page: 8957 year: 2013 ident: 10.1016/j.cie.2015.06.001_b0085 article-title: A robust optimization model for multi-product two-stage capacitated production planning inder uncertainty publication-title: Applied Mathematical Modelling doi: 10.1016/j.apm.2013.04.016 – volume: 8 start-page: 539 issue: 5 year: 2000 ident: 10.1016/j.cie.2015.06.001_b0060 article-title: An approach for combining linguistic and numerical information based on the 2- tuple fuzzy linguistic representation model in decision-making publication-title: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems doi: 10.1142/S0218488500000381 – start-page: 513 year: 2012 ident: 10.1016/j.cie.2015.06.001_b0065 article-title: Optimizing multi-stage production for an assembly-type supply chain with unequal sized batch shipments publication-title: Journal of Optimization Theory and Application doi: 10.1007/s10957-011-9951-y – volume: 44 start-page: 2499 issue: 13 year: 2006 ident: 10.1016/j.cie.2015.06.001_b0090 article-title: Analysis of serial production lines: Characterisation study and a new heuristic procedure for optimal buffer allocation publication-title: International Journal of Production Research doi: 10.1080/00207540500465535 – volume: 59 start-page: 125 year: 1993 ident: 10.1016/j.cie.2015.06.001_b0125 article-title: Families of OWA operators publication-title: Fuzzy Sets and Systems doi: 10.1016/0165-0114(93)90194-M – start-page: 441 year: 2014 ident: 10.1016/j.cie.2015.06.001_b0100 article-title: Optimizing a multi-stage production/inventory system by DC programming based approaches publication-title: Computational Optimization and Application doi: 10.1007/s10589-013-9600-5 – start-page: 259 year: 2013 ident: 10.1016/j.cie.2015.06.001_b0015 article-title: A taxonomy of line balancing problems and their solution approaches publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2012.10.020 – volume: 30 start-page: 222 year: 1984 ident: 10.1016/j.cie.2015.06.001_b0005 article-title: Computationally efficient optimal solutions to the lot-sizing problem in multi stage assembly systems publication-title: Management Science doi: 10.1287/mnsc.30.2.222 – start-page: 194 year: 2012 ident: 10.1016/j.cie.2015.06.001_b0040 article-title: Design of flexible multi-stage processes publication-title: Productions and Operations Management doi: 10.1111/j.1937-5956.2011.01240.x – volume: 124 start-page: 408 year: 2010 ident: 10.1016/j.cie.2015.06.001_b0070 article-title: Optimal multi-stage logistic and inventory policies with production bottleneck in a serial supply chain publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2009.12.002 – volume: 50 start-page: 6329 issue: 22 year: 2012 ident: 10.1016/j.cie.2015.06.001_b0010 article-title: Optimal process targeting for multi-inputs, multi-stages and multi-characteristics production systems publication-title: International Journal of Production Research doi: 10.1080/00207543.2011.636390 – volume: 24 start-page: 143 year: 1981 ident: 10.1016/j.cie.2015.06.001_b0120 article-title: A procedure for ordering fuzzy subsets of the unit interval publication-title: Information Science doi: 10.1016/0020-0255(81)90017-7 – volume: 25 start-page: 1138 year: 1979 ident: 10.1016/j.cie.2015.06.001_b0045 article-title: Multi-stage production planning publication-title: Management Science doi: 10.1287/mnsc.25.11.1138 – volume: 137 start-page: 59 issue: 1 year: 2003 ident: 10.1016/j.cie.2015.06.001_b0130 article-title: Induced aggregation operators publication-title: Fuzzy Sets and Systems doi: 10.1016/S0165-0114(02)00432-3 – volume: 103 start-page: 271 year: 2006 ident: 10.1016/j.cie.2015.06.001_b0075 article-title: Models for production planning under uncertainty: A review publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2005.09.001 – volume: 44 start-page: 1589 issue: 8 year: 2006 ident: 10.1016/j.cie.2015.06.001_b0095 article-title: Fuzzy approach for production planning and detailed scheduling in paints manufacturing publication-title: International Journal of Production Research doi: 10.1080/00207540500353939 – volume: 109 start-page: 587 year: 1998 ident: 10.1016/j.cie.2015.06.001_b0110 article-title: Managing production with flexible capacity deployment for serial multi-stage manufacturing systems publication-title: European Journal of Operational Research doi: 10.1016/S0377-2217(97)00174-4 – volume: 349 start-page: 93 year: 2012 ident: 10.1016/j.cie.2015.06.001_b0080 article-title: A fuzzy linear programming model for the optimization of multi-stage supply chain networks with triangular and trapezoidal membership functions publication-title: Journal of the Franklin Institute doi: 10.1016/j.jfranklin.2011.10.006 – volume: 24 start-page: 517 year: 1986 ident: 10.1016/j.cie.2015.06.001_b0105 article-title: Multi-stage lot sizing in a serial production system publication-title: Management Science – start-page: 141 year: 2014 ident: 10.1016/j.cie.2015.06.001_b0030 article-title: Coordinated capacity planning in two-stage thin-film-transistor liquid–crystal-display (TFT-LCD) production networks publication-title: Omega doi: 10.1016/j.omega.2013.05.004 – volume: 40 start-page: 1155 issue: 5 year: 2002 ident: 10.1016/j.cie.2015.06.001_b0115 article-title: On control strategies in a multi-stage production system publication-title: International Journal of Production Research doi: 10.1080/00207540110098454 |
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| SubjectTerms | Automobile industry Fuzzy Fuzzy goals Fuzzy logic Fuzzy set theory Fuzzy sets Integer programming Inventory balance Linguistic data Linguistics Mathematical models Methodology Multi stage production systems Multiple objectives New machine installation Production planning Studies Work in process Workflow |
| Title | Multi-stage multi-objective production planning using linguistic and numeric data-a fuzzy integer programming model |
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