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2024 | OriginalPaper | Buchkapitel

Chaotic Perspective on a Novel Supply Chain Model and Its Synchronization

verfasst von : Neslihan Açıkgöz, Gültekin Çağıl, Yılmaz Uyaroğlu

Erschienen in: Advances in Intelligent Manufacturing and Service System Informatics

Verlag: Springer Nature Singapore

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Abstract

Today, scarce resources or many unpredictable factors such as demand have increased the importance of the supply chain. The motivation of this study is the need for the design and analysis of the dynamic supply chain model that will shed light on the companies. In the study, four different dynamic nonlinear supply chain models, which will be an example for companies to reveal their structures, are summarized and a new chaotic supply chain dynamic model developed for citrus production from perishable products, which has not yet been studied in the literature, is presented. The chaotic structure of this new model is demonstrated with time series, phase portraits, bifurcation diagrams, and Lyapunov exponents. In addition, with the active control technique, in which control parameters are added to all the equations of the supply chain system, the chaotic structure of the system was brought under control and synchronous operation was ensured with a different system. Thus, the production amount, demand, and stock data, which are the supply chain status variables of a company’s factories in a different area, can have similar values with an error close to zero.

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Literatur
1.
Zurück zum Zitat Sarimveis, H., Patrinos, P., Tarantilis, C.D., Kiranoudis, C.T.: Dynamic modeling and control of supply chain systems: A review. Comput. Oper. Res. 35, 3530–3561 (2008)CrossRefMATH Sarimveis, H., Patrinos, P., Tarantilis, C.D., Kiranoudis, C.T.: Dynamic modeling and control of supply chain systems: A review. Comput. Oper. Res. 35, 3530–3561 (2008)CrossRefMATH
3.
Zurück zum Zitat Simon, H.A.: On the application of servomechanism theory to the study of production control. Econometrica 20, 247–268 (1952)MathSciNetCrossRefMATH Simon, H.A.: On the application of servomechanism theory to the study of production control. Econometrica 20, 247–268 (1952)MathSciNetCrossRefMATH
4.
Zurück zum Zitat Vassian, H.J.: Application of discrete variable servo theory to inventory control. Oper. Res. 3, 272–282 (1955)MATH Vassian, H.J.: Application of discrete variable servo theory to inventory control. Oper. Res. 3, 272–282 (1955)MATH
5.
Zurück zum Zitat Towill, D.R.: Optimization of an inventory system and order based control system. Int. J. Prod. Res. 20, 671–687 (1982)CrossRef Towill, D.R.: Optimization of an inventory system and order based control system. Int. J. Prod. Res. 20, 671–687 (1982)CrossRef
6.
Zurück zum Zitat Blanchini, F., Rinaldi, F., Ukovich, W.: A network design problem for a distribution system with uncertain demands. SIAM J. Optim. 7, 560–578 (1997)MathSciNetCrossRefMATH Blanchini, F., Rinaldi, F., Ukovich, W.: A network design problem for a distribution system with uncertain demands. SIAM J. Optim. 7, 560–578 (1997)MathSciNetCrossRefMATH
7.
Zurück zum Zitat Blanchini, F., Miani, S., Pesenti, R., Rinaldi, F., Ukovich, W.: Robust control of production-distribution systems. In: Moheimani, S.O.R., (ed.), Perspectives in Robust Control, Lecture Notes in Control and Information Sciences, n. 268. Springer, Berlin, pp. 13–28 (2001). https://doi.org/10.1007/BFb0110611 Blanchini, F., Miani, S., Pesenti, R., Rinaldi, F., Ukovich, W.: Robust control of production-distribution systems. In: Moheimani, S.O.R., (ed.), Perspectives in Robust Control, Lecture Notes in Control and Information Sciences, n. 268. Springer, Berlin, pp. 13–28 (2001). https://​doi.​org/​10.​1007/​BFb0110611
8.
Zurück zum Zitat Das, S.K., Abdel-Malek, L.: Modeling the flexibility of order quantities and lead-times in supply chains. Int. J. Prod. Econ. 85, 171–181 (2003)CrossRef Das, S.K., Abdel-Malek, L.: Modeling the flexibility of order quantities and lead-times in supply chains. Int. J. Prod. Econ. 85, 171–181 (2003)CrossRef
10.
Zurück zum Zitat Lin, P.-H., Wong, D.S.-H., Jang, S.-S., Shieh, S.-S., Chu, J.-Z.: Controller design and reduction of bullwhip for a model supply chain system using z-transform analysis. J. Process Control 14, 487–499 (2004)CrossRef Lin, P.-H., Wong, D.S.-H., Jang, S.-S., Shieh, S.-S., Chu, J.-Z.: Controller design and reduction of bullwhip for a model supply chain system using z-transform analysis. J. Process Control 14, 487–499 (2004)CrossRef
11.
Zurück zum Zitat Gallego, G., van Ryzin, G.: Optimal dynamic pricing of inventories with stochastic demand over finite horizons. Manage. Sci. 40(8), 999–1020 (1994)CrossRefMATH Gallego, G., van Ryzin, G.: Optimal dynamic pricing of inventories with stochastic demand over finite horizons. Manage. Sci. 40(8), 999–1020 (1994)CrossRefMATH
12.
Zurück zum Zitat Zhang, L., Li, Y.J., Xu, Y.Q.: Chaos synchronization of bullwhip effect in a supply chain. In: ICMSE 2006, International Conference on Management Science and Engineering, pp.557–560 (2006) Zhang, L., Li, Y.J., Xu, Y.Q.: Chaos synchronization of bullwhip effect in a supply chain. In: ICMSE 2006, International Conference on Management Science and Engineering, pp.557–560 (2006)
14.
Zurück zum Zitat Dong, M.A.: Research on supply chain models and its dynamical character based on complex system view. J. Appl. Sci. 14(9), 932–937 (2014)CrossRef Dong, M.A.: Research on supply chain models and its dynamical character based on complex system view. J. Appl. Sci. 14(9), 932–937 (2014)CrossRef
15.
16.
Zurück zum Zitat Larsen, E.R., Morecroft, J.D.V., Thomsen, J.S.: Complex behaviour in a production-distribution model. Eur. J. Oper. Res. 119, 61–74 (1999)CrossRefMATH Larsen, E.R., Morecroft, J.D.V., Thomsen, J.S.: Complex behaviour in a production-distribution model. Eur. J. Oper. Res. 119, 61–74 (1999)CrossRefMATH
17.
Zurück zum Zitat Wu, Y., Zhang, D.Z.: Demand fluctuation and chaotic behaviour by interaction between customers and suppliers. Int. J. Prod. Econ. 107, 250–259 (2007)CrossRef Wu, Y., Zhang, D.Z.: Demand fluctuation and chaotic behaviour by interaction between customers and suppliers. Int. J. Prod. Econ. 107, 250–259 (2007)CrossRef
18.
Zurück zum Zitat Açıkgöz, N.: Chaotic Structure and Control of Supply Chain Management: A Model Proposed for Perishable Products. Sakarya University, Doctoral Thesis (2021) Açıkgöz, N.: Chaotic Structure and Control of Supply Chain Management: A Model Proposed for Perishable Products. Sakarya University, Doctoral Thesis (2021)
23.
Zurück zum Zitat Gerbecks, W.T.M.: A model for deciding on the supply chain structure of the perishable products assortment of an online supermarket with unmanned automated pick-up points. Master Thesis, BSc Industrial Engineering - Eindhoven University of Technology (2012) Gerbecks, W.T.M.: A model for deciding on the supply chain structure of the perishable products assortment of an online supermarket with unmanned automated pick-up points. Master Thesis, BSc Industrial Engineering - Eindhoven University of Technology (2012)
24.
Zurück zum Zitat Campuzano-Bolarín, F., Mula, J., Díaz-Madroñero, M.: A supply chain dynamics model for managing perishable products under different e-business scenarios. In: 2015 International Conference on Industrial Engineering and Systems Management (IESM). Seville, Spain, pp. 329–337 (2015). https://doi.org/10.1109/IESM.2015.7380179 Campuzano-Bolarín, F., Mula, J., Díaz-Madroñero, M.: A supply chain dynamics model for managing perishable products under different e-business scenarios. In: 2015 International Conference on Industrial Engineering and Systems Management (IESM). Seville, Spain, pp. 329–337 (2015). https://​doi.​org/​10.​1109/​IESM.​2015.​7380179
26.
29.
Zurück zum Zitat Shin, K., Hammond, J.K.: The instantaneous Lyapunov exponent and its application to chaotic dynamical systems. J. Sound Vib. 218(3), 389–403 (1998)MathSciNetCrossRefMATH Shin, K., Hammond, J.K.: The instantaneous Lyapunov exponent and its application to chaotic dynamical systems. J. Sound Vib. 218(3), 389–403 (1998)MathSciNetCrossRefMATH
31.
Zurück zum Zitat Van Opstall, M.: Quantifying chaos in dynamical systems with Lyapunov exponents. Furman Univ. Electron. J. Undergraduate Math. 4(1), 1–8 (1998) Van Opstall, M.: Quantifying chaos in dynamical systems with Lyapunov exponents. Furman Univ. Electron. J. Undergraduate Math. 4(1), 1–8 (1998)
Metadaten
Titel
Chaotic Perspective on a Novel Supply Chain Model and Its Synchronization
verfasst von
Neslihan Açıkgöz
Gültekin Çağıl
Yılmaz Uyaroğlu
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-6062-0_53

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