Skip to main content
Erschienen in: Soft Computing 5/2020

29.05.2019 | Methodologies and Application

Optimizing the trade-off between performance measures and operational risk in a food supply chain environment

verfasst von: Simone Voldrich, Philippe Wieser, Nicolas Zufferey

Erschienen in: Soft Computing | Ausgabe 5/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In the context of a growing world population and the need to use limited resources responsibly, this study is motivated by the increasing pressures on the food industry, which include issues of food security, safety, and waste. In the context of a global food supply chain, we combine processing time and cost (PT&C) with operational risk (ORk) in a novel integrated approach to designing and optimizing monitoring systems. This study of a flagship product widely consumed around the world provides quantitative analysis and results based on real-world data from an international food company. The findings indicate that our multi-objective methodology provides quantitative insights into—and is capable of quantifying—an unexpected nonlinear relationship between PT&C and ORk. We show numerically how to decrease PT&C significantly by means of a minor increase in ORk, an outcome which is highly appealing for the industry. In addition, we provide accurate measurements of the impact of each individual monitoring activity, which allows the identification of the monitoring activities that are most critical. Generalizable insights for practitioners are derived from a step-by-step optimization of the entire monitoring system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Bendoly E, Rosenzweig ED, Stratman JK (2007) Performance metric portfolios: a framework and empirical analysis. Prod Oper Manag 16(2):257–276 Bendoly E, Rosenzweig ED, Stratman JK (2007) Performance metric portfolios: a framework and empirical analysis. Prod Oper Manag 16(2):257–276
Zurück zum Zitat Bierlaire M, Thémans M, Zufferey N (2010) A heuristic for nonlinear global optimization. INFORMS J Comput 22(1):59–70MathSciNetMATH Bierlaire M, Thémans M, Zufferey N (2010) A heuristic for nonlinear global optimization. INFORMS J Comput 22(1):59–70MathSciNetMATH
Zurück zum Zitat Blackburn JD (1991) Time-based competition: the next battleground in American manufacturing. Irwin Professional Publishing, Burr Ridge Blackburn JD (1991) Time-based competition: the next battleground in American manufacturing. Irwin Professional Publishing, Burr Ridge
Zurück zum Zitat Blackburn J (2012) Valuing time in supply chains: establishing limits of time-based competition. J Oper Manag 30(5):396–405 Blackburn J (2012) Valuing time in supply chains: establishing limits of time-based competition. J Oper Manag 30(5):396–405
Zurück zum Zitat Bourne M, Mills J, Wilcox M, Neely A, Platts K (2000) Designing, implementing and updating performance measurement systems. Int J Oper Prod Manag 20(7):754–771 Bourne M, Mills J, Wilcox M, Neely A, Platts K (2000) Designing, implementing and updating performance measurement systems. Int J Oper Prod Manag 20(7):754–771
Zurück zum Zitat Carbone TA, Tippett DD (2004) Project risk management using the project risk FMEA. Eng Manag J 16(4):28–35 Carbone TA, Tippett DD (2004) Project risk management using the project risk FMEA. Eng Manag J 16(4):28–35
Zurück zum Zitat Carter CR, Rogers DS (2008) A framework of sustainable supply chain management: moving toward new theory. Int J Phys Distrib Logist Manag 38(5):360–387 Carter CR, Rogers DS (2008) A framework of sustainable supply chain management: moving toward new theory. Int J Phys Distrib Logist Manag 38(5):360–387
Zurück zum Zitat Choi TY, Dooley KJ, Rungtusanatham M (2001) Supply networks and complex adaptive systems: control versus emergence. J Oper Manag 19(3):351–366 Choi TY, Dooley KJ, Rungtusanatham M (2001) Supply networks and complex adaptive systems: control versus emergence. J Oper Manag 19(3):351–366
Zurück zum Zitat Chopra S, Meindl P (2016) Supply chain management: strategy, planning & operation. Pearson Education Limited, Essex Chopra S, Meindl P (2016) Supply chain management: strategy, planning & operation. Pearson Education Limited, Essex
Zurück zum Zitat Chopra S, Sodhi MS (2012) Managing risk to avoid supply-chain breakdown. MIT Sloan Manag Rev 46(1):53–62 Chopra S, Sodhi MS (2012) Managing risk to avoid supply-chain breakdown. MIT Sloan Manag Rev 46(1):53–62
Zurück zum Zitat Davies B, Baulcombe D, Crute I, Dunwell J, Gale M, Jones J, Pretty J, Sutherland W, Toulmin C (2009) Reaping the benefits: science and the sustainable intensification of global agriculture. Royal Society, London Davies B, Baulcombe D, Crute I, Dunwell J, Gale M, Jones J, Pretty J, Sutherland W, Toulmin C (2009) Reaping the benefits: science and the sustainable intensification of global agriculture. Royal Society, London
Zurück zum Zitat De Lima EP, Da Costa SE, Gouvea A, Jannis J, Munik J (2013) Performance measurement systems: a consensual analysis of their roles. Int J Prod Econ 146(2):524–542 De Lima EP, Da Costa SE, Gouvea A, Jannis J, Munik J (2013) Performance measurement systems: a consensual analysis of their roles. Int J Prod Econ 146(2):524–542
Zurück zum Zitat De Treville S, Shapiro RD, Hameri A (2004) From supply chain to demand chain: the role of lead time reduction in improving demand chain performance. J Oper Manag 21(6):613–627 De Treville S, Shapiro RD, Hameri A (2004) From supply chain to demand chain: the role of lead time reduction in improving demand chain performance. J Oper Manag 21(6):613–627
Zurück zum Zitat De Treville S, Bicer I, Chavez-Demoulin V, Hagspiel V, Schürhoff N, Tasserit C, Wager S (2014) Valuing lead time. J Oper Manag 32(6):337–346 De Treville S, Bicer I, Chavez-Demoulin V, Hagspiel V, Schürhoff N, Tasserit C, Wager S (2014) Valuing lead time. J Oper Manag 32(6):337–346
Zurück zum Zitat Feng X, Moon I, Ryu K (2017) Warehouse capacity sharing via transshipment for an integrated two-echelon supply chain. Transp Res Part E Logist Transp Rev 104:17–35 Feng X, Moon I, Ryu K (2017) Warehouse capacity sharing via transshipment for an integrated two-echelon supply chain. Transp Res Part E Logist Transp Rev 104:17–35
Zurück zum Zitat Fisher ML (1997) What is the right supply chain for your product? Harvard Bus Rev 75:105–117 Fisher ML (1997) What is the right supply chain for your product? Harvard Bus Rev 75:105–117
Zurück zum Zitat Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK (2005) Global consequences of land use. Science 309(5734):570–574 Foley JA, DeFries R, Asner GP, Barford C, Bonan G, Carpenter SR, Chapin FS, Coe MT, Daily GC, Gibbs HK (2005) Global consequences of land use. Science 309(5734):570–574
Zurück zum Zitat Foley JA, Ramankutty N, Brauman KA, Cassidy ES, Gerber JS, Johnston M, Mueller ND, OConnell C, Ray DK, West PC (2011) Solutions for a cultivated planet. Nature 478(7369):337–342 Foley JA, Ramankutty N, Brauman KA, Cassidy ES, Gerber JS, Johnston M, Mueller ND, OConnell C, Ray DK, West PC (2011) Solutions for a cultivated planet. Nature 478(7369):337–342
Zurück zum Zitat Franzen M, Borgerhoff Mulder M (2007) Ecological, economic and social perspectives on cocoa production worldwide. Biodivers Conserv 16(13):3835–3849 Franzen M, Borgerhoff Mulder M (2007) Ecological, economic and social perspectives on cocoa production worldwide. Biodivers Conserv 16(13):3835–3849
Zurück zum Zitat Garey M, Johnson D (1979) Computer and intractability: a guide to the theory of NP-completeness. Freeman, San FranciscoMATH Garey M, Johnson D (1979) Computer and intractability: a guide to the theory of NP-completeness. Freeman, San FranciscoMATH
Zurück zum Zitat Godfray HCJ, Beddington JR, Crute IR, Haddad L, Lawrence D, Muir JF, Pretty J, Robinson S, Thomas SM, Toulmin C (2010) Food security: the challenge of feeding 9 billion people. Science 327(5967):812–818 Godfray HCJ, Beddington JR, Crute IR, Haddad L, Lawrence D, Muir JF, Pretty J, Robinson S, Thomas SM, Toulmin C (2010) Food security: the challenge of feeding 9 billion people. Science 327(5967):812–818
Zurück zum Zitat Hertz A, Schindl D, Zufferey N (2005) Lower bounding and tabu search procedures for the frequency assignment problem with polarization constraints. 4OR 3(2):139–161MathSciNetMATH Hertz A, Schindl D, Zufferey N (2005) Lower bounding and tabu search procedures for the frequency assignment problem with polarization constraints. 4OR 3(2):139–161MathSciNetMATH
Zurück zum Zitat Ittner CD, Larcker DF (2003) Coming up short on nonfinancial performance measurement. Harvard Bus Rev 81(11):88–95 Ittner CD, Larcker DF (2003) Coming up short on nonfinancial performance measurement. Harvard Bus Rev 81(11):88–95
Zurück zum Zitat Jia X, Huang J, Luan H, Rozelle S, Swinnen J (2012) China’s milk scandal, government policy and production decisions of dairy farmers: the case of greater Beijing. Food Policy 37(4):390–400 Jia X, Huang J, Luan H, Rozelle S, Swinnen J (2012) China’s milk scandal, government policy and production decisions of dairy farmers: the case of greater Beijing. Food Policy 37(4):390–400
Zurück zum Zitat Jüttner U, Peck H, Christopher M (2003) Supply chain risk management: outlining an agenda for future research. Int J Logist Res Appl 6(4):197–210 Jüttner U, Peck H, Christopher M (2003) Supply chain risk management: outlining an agenda for future research. Int J Logist Res Appl 6(4):197–210
Zurück zum Zitat Kilcast D, Subramaniam P (2000) The stability and shelf-life of food. CRC Press, Boca Raton Kilcast D, Subramaniam P (2000) The stability and shelf-life of food. CRC Press, Boca Raton
Zurück zum Zitat Kouvelis P, Chambers C, Wang H (2006) Supply chain management research and production and operations management: review, trends, and opportunities. Prod Oper Manag 15(3):449–469 Kouvelis P, Chambers C, Wang H (2006) Supply chain management research and production and operations management: review, trends, and opportunities. Prod Oper Manag 15(3):449–469
Zurück zum Zitat Linkov I, Bridges T, Creutzig F, Decker J, Fox-Lent C, Kröger W, Lambert JH, Levermann A, Montreuil B, Nathwani J (2014) Changing the resilience paradigm. Nat Clim Change 4(6):407–409 Linkov I, Bridges T, Creutzig F, Decker J, Fox-Lent C, Kröger W, Lambert JH, Levermann A, Montreuil B, Nathwani J (2014) Changing the resilience paradigm. Nat Clim Change 4(6):407–409
Zurück zum Zitat Lipinski B, Hanson C, Lomax J, Kitinoja L, Waite R, Searchinger T (2013) Reducing food loss and waste. World Resources Institute Working Paper Lipinski B, Hanson C, Lomax J, Kitinoja L, Waite R, Searchinger T (2013) Reducing food loss and waste. World Resources Institute Working Paper
Zurück zum Zitat Maloni MJ, Brown ME (2006) Corporate social responsibility in the supply chain: an application in the food industry. J Bus Ethics 68(1):35–52 Maloni MJ, Brown ME (2006) Corporate social responsibility in the supply chain: an application in the food industry. J Bus Ethics 68(1):35–52
Zurück zum Zitat Marchi B, Zanoni S (2017) Supply chain management for improved energy efficiency: review and opportunities. Energies 10(10):1618 Marchi B, Zanoni S (2017) Supply chain management for improved energy efficiency: review and opportunities. Energies 10(10):1618
Zurück zum Zitat Marchi B, Ries JM, Zanoni S, Glock C (2016) A joint economic lot size model with financial collaboration and uncertain investment opportunity. Int J Prod Econ 176(2016):170–182 Marchi B, Ries JM, Zanoni S, Glock C (2016) A joint economic lot size model with financial collaboration and uncertain investment opportunity. Int J Prod Econ 176(2016):170–182
Zurück zum Zitat Marchi B, Zanoni S, Ferretti I, Zavanella L (2018) Stimulating investments in energy efficiency through supply chain integration. Energies 11(4):858 Marchi B, Zanoni S, Ferretti I, Zavanella L (2018) Stimulating investments in energy efficiency through supply chain integration. Energies 11(4):858
Zurück zum Zitat Marchi B, Zanoni S, Zavanella LE, Jaber MY (2019) Supply chain models with greenhouse gases emissions, energy usage, imperfect process under different coordination decisions. Int J Prod Econ 211(2019):145–153 Marchi B, Zanoni S, Zavanella LE, Jaber MY (2019) Supply chain models with greenhouse gases emissions, energy usage, imperfect process under different coordination decisions. Int J Prod Econ 211(2019):145–153
Zurück zum Zitat Martello S, Toth P (1990) Knapsack problems: algorithms and computer implementations. Wiley, LondonMATH Martello S, Toth P (1990) Knapsack problems: algorithms and computer implementations. Wiley, LondonMATH
Zurück zum Zitat Miles MB, Huberman AM, Saldana J (2013) Quantitative data analysis: a methods sourcebook, 3rd edn. SAGE Publications, Inc Miles MB, Huberman AM, Saldana J (2013) Quantitative data analysis: a methods sourcebook, 3rd edn. SAGE Publications, Inc
Zurück zum Zitat Morse JM (1990) Qualitative nursing research: a contemporary dialogue. Sage Publications, Thousand Oaks Morse JM (1990) Qualitative nursing research: a contemporary dialogue. Sage Publications, Thousand Oaks
Zurück zum Zitat Murray S (2007) The world’s biggest industry. Forbes 44(1):100–113 Murray S (2007) The world’s biggest industry. Forbes 44(1):100–113
Zurück zum Zitat Neely A, Mills J, Platts K, Richards H, Gregory M, Bourne M, Kennerley M (2000) Performance measurement system design: developing and testing a process-based approach. Int J Oper Prod Manag 20(10):1119–1145 Neely A, Mills J, Platts K, Richards H, Gregory M, Bourne M, Kennerley M (2000) Performance measurement system design: developing and testing a process-based approach. Int J Oper Prod Manag 20(10):1119–1145
Zurück zum Zitat Paté-Cornell E (2012) On “Black Swans” and “Perfect Storms”: risk analysis and management when statistics are not enough. Risk Anal 32(11):1823–1833 Paté-Cornell E (2012) On “Black Swans” and “Perfect Storms”: risk analysis and management when statistics are not enough. Risk Anal 32(11):1823–1833
Zurück zum Zitat Roy K, Sideras J, Solimano A, Sahlman W, Miranda Abaunza B, Buainain A, Arias J, Olortegui J, Salas V, Diaz Rossello R (2007) World development report 2008: agriculture for development. Technical report, The World Bank Roy K, Sideras J, Solimano A, Sahlman W, Miranda Abaunza B, Buainain A, Arias J, Olortegui J, Salas V, Diaz Rossello R (2007) World development report 2008: agriculture for development. Technical report, The World Bank
Zurück zum Zitat Salanié B (2019) The economics of contracts: a primer, 2nd edn. The MIT Press, Cambridge Salanié B (2019) The economics of contracts: a primer, 2nd edn. The MIT Press, Cambridge
Zurück zum Zitat Saltelli A, Tarantola S, Campolongo F, Ratto M (2004) Sensitivity analysis in practice: a guide to assessing scientific models. Wiley, LondonMATH Saltelli A, Tarantola S, Campolongo F, Ratto M (2004) Sensitivity analysis in practice: a guide to assessing scientific models. Wiley, LondonMATH
Zurück zum Zitat Salvini R, Vanneschi C, Riccucci S, Francioni M, Gulli D (2015) Application of an integrated geotechnical and topographic monitoring system in the Lorano marble quarry (Apuan Alps, Italy). Geomorphology 241:209–223 Salvini R, Vanneschi C, Riccucci S, Francioni M, Gulli D (2015) Application of an integrated geotechnical and topographic monitoring system in the Lorano marble quarry (Apuan Alps, Italy). Geomorphology 241:209–223
Zurück zum Zitat Schindl D, Zufferey N (2015) A learning tabu search for a truck allocation problem with linear and nonlinear cost components. Nav Res Logist 61(1):32–45MathSciNetMATH Schindl D, Zufferey N (2015) A learning tabu search for a truck allocation problem with linear and nonlinear cost components. Nav Res Logist 61(1):32–45MathSciNetMATH
Zurück zum Zitat Schrage EJ, Ewing AP (2005) The cocoa industry and child labour. J Corp Citizensh 18:99–112 Schrage EJ, Ewing AP (2005) The cocoa industry and child labour. J Corp Citizensh 18:99–112
Zurück zum Zitat Shi Y, Gregory M (1998) International manufacturing networks to develop global competitive capabilities. J Oper Manag 16(2):195–214 Shi Y, Gregory M (1998) International manufacturing networks to develop global competitive capabilities. J Oper Manag 16(2):195–214
Zurück zum Zitat Silver EA, Zufferey N (2011) Inventory control of an item with a probabilistic replenishment lead time and a known supplier shutdown period. Int J Prod Res 49(4):923–947 Silver EA, Zufferey N (2011) Inventory control of an item with a probabilistic replenishment lead time and a known supplier shutdown period. Int J Prod Res 49(4):923–947
Zurück zum Zitat Srivastava SK (2007) Green supply-chain management: a state-of-the-art literature review. Int J Manag Rev 9(1):53–80 Srivastava SK (2007) Green supply-chain management: a state-of-the-art literature review. Int J Manag Rev 9(1):53–80
Zurück zum Zitat Stamatis DH (2003) Failure mode and effect analysis: FMEA from theory to execution. ASQ Press, Milwaukee Stamatis DH (2003) Failure mode and effect analysis: FMEA from theory to execution. ASQ Press, Milwaukee
Zurück zum Zitat Tang CS (2006) Perspectives in supply chain risk management. Int J Prod Econ 103(2):451–488 Tang CS (2006) Perspectives in supply chain risk management. Int J Prod Econ 103(2):451–488
Zurück zum Zitat Thevenin S, Zufferey N, Glardon R (2017) Model and metaheuristics for a scheduling problem integrating procurement. Sale Distrib Ann Oper Res 259(1):437–460MATH Thevenin S, Zufferey N, Glardon R (2017) Model and metaheuristics for a scheduling problem integrating procurement. Sale Distrib Ann Oper Res 259(1):437–460MATH
Zurück zum Zitat Tilman D, Fargione J, Wolff B, D’Antonio C, Dobson A, Howarth R, Schindler D, Schlesinger WH, Simberloff D, Swackhamer D (2001) Forecasting agriculturally driven global environmental change. Science 292(5515):281–284 Tilman D, Fargione J, Wolff B, D’Antonio C, Dobson A, Howarth R, Schindler D, Schlesinger WH, Simberloff D, Swackhamer D (2001) Forecasting agriculturally driven global environmental change. Science 292(5515):281–284
Zurück zum Zitat Trkman P, McCormack K (2009) Supply chain risk in turbulent environments a conceptual model for managing supply chain network risk. Int J Prod Econ 119(2):247–258 Trkman P, McCormack K (2009) Supply chain risk in turbulent environments a conceptual model for managing supply chain network risk. Int J Prod Econ 119(2):247–258
Zurück zum Zitat Tsang YP, Choy KL, Wu CH, Ho GTS, Lam CH, Koo PS (2018) An Internet of Things (IoT)-based risk monitoring system for managing cold supply chain risks. Ind Manag Data Syst 118(7):1432–1462 Tsang YP, Choy KL, Wu CH, Ho GTS, Lam CH, Koo PS (2018) An Internet of Things (IoT)-based risk monitoring system for managing cold supply chain risks. Ind Manag Data Syst 118(7):1432–1462
Zurück zum Zitat Voldrich S, Wieser P (2014) Business impact of risk in a global supply chain: a dynamic model. In: Proceedings of the POMS international conference, pp 27–28 Voldrich S, Wieser P (2014) Business impact of risk in a global supply chain: a dynamic model. In: Proceedings of the POMS international conference, pp 27–28
Zurück zum Zitat Voldrich S, Wieser P, Zufferey N (2017a) Competitive and timely food supply combined with operational risk. Supply Chain Forum An Int J 18(1):2–6 Voldrich S, Wieser P, Zufferey N (2017a) Competitive and timely food supply combined with operational risk. Supply Chain Forum An Int J 18(1):2–6
Zurück zum Zitat Voldrich S, Wieser P, Zufferey N (2017b) Performance versus risk in a food supply chain. In Proceedings of the 3rd international conference project-logistic, PROLOG 2017, La Rochelle, 11–12 May 2017 Voldrich S, Wieser P, Zufferey N (2017b) Performance versus risk in a food supply chain. In Proceedings of the 3rd international conference project-logistic, PROLOG 2017, La Rochelle, 11–12 May 2017
Zurück zum Zitat White A, Gallegos D, Hundloe T (2011) The impact of fresh produce specifications on the Australian food and nutrition system: a case study of the north Queensland banana industry. Public Health Nutr 14(08):1489–1495 White A, Gallegos D, Hundloe T (2011) The impact of fresh produce specifications on the Australian food and nutrition system: a case study of the north Queensland banana industry. Public Health Nutr 14(08):1489–1495
Zurück zum Zitat Wieland A, Wallenburg CM (2012) Dealing with supply chain risks: linking risk management practices and strategies to performance. Int J Phys Distrib Logist Manag 42(10):887–905 Wieland A, Wallenburg CM (2012) Dealing with supply chain risks: linking risk management practices and strategies to performance. Int J Phys Distrib Logist Manag 42(10):887–905
Zurück zum Zitat Williams HP (2013) Model building in mathematical programming. Wiley, LondonMATH Williams HP (2013) Model building in mathematical programming. Wiley, LondonMATH
Zurück zum Zitat Winship C, Mare RD (1984) Regression models with ordinal variables. Am Sociol Rev 49(4):512–525 Winship C, Mare RD (1984) Regression models with ordinal variables. Am Sociol Rev 49(4):512–525
Zurück zum Zitat Wuttke DA, Blome C, Henke M (2013) Focusing the financial flow of supply chains: an empirical investigation of financial supply chain management. Int J Prod Econ 145(2):773–789 Wuttke DA, Blome C, Henke M (2013) Focusing the financial flow of supply chains: an empirical investigation of financial supply chain management. Int J Prod Econ 145(2):773–789
Zurück zum Zitat Wuttke DA, Blome C, Heese C, Heese SH, Protopappa-Sieke M (2016) Supply chain finance: optimal introduction and adoption decisions. Int J Prod Econ 178:72–81 Wuttke DA, Blome C, Heese C, Heese SH, Protopappa-Sieke M (2016) Supply chain finance: optimal introduction and adoption decisions. Int J Prod Econ 178:72–81
Zurück zum Zitat Zsidisin GA, Smith ME (2005) Managing supply risk with early supplier involvement: a case study and research propositions. J Supply Chain Manag 41(4):44–57 Zsidisin GA, Smith ME (2005) Managing supply risk with early supplier involvement: a case study and research propositions. J Supply Chain Manag 41(4):44–57
Zurück zum Zitat Zufferey N (2002) Heuristiques pour les problèmes de la coloration des sommets d’un graphe et d’affectation de fréquences avec polarités, Thesis No 2668, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland Zufferey N (2002) Heuristiques pour les problèmes de la coloration des sommets d’un graphe et d’affectation de fréquences avec polarités, Thesis No 2668, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
Metadaten
Titel
Optimizing the trade-off between performance measures and operational risk in a food supply chain environment
verfasst von
Simone Voldrich
Philippe Wieser
Nicolas Zufferey
Publikationsdatum
29.05.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 5/2020
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-04099-9

Weitere Artikel der Ausgabe 5/2020

Soft Computing 5/2020 Zur Ausgabe

Premium Partner