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Research on the Complexity and Chaos Control about a Closed-Loop Supply Chain with Dual-Channel Recycling and Uncertain Consumer Perception

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  • Junhai Ma
  • Hao Ren
  • Miao Yu
  • Meihong Zhu

Abstract

According to game theory, chaotic dynamics theory, and complexity based on the literature review about the pricing strategy and recycling channels of the closed-loop supply chain, on the background of the widespread hybrid recycling channels in Chinese electronic products market, this paper builds a closed-loop supply chain model with dual-channel recycling composed of one manufacturer and one third-party. We assume that the consumer perception towards the remanufacturing products is uncertain and limited. We carry on theoretical analysis of this model and perform numerical simulations from the perspective of entropy theory. Results show that a precipitous speed of recycling price adjustment of the manufacturer or the third-party will both lead the system into a chaotic state and cause the entropy of the system to increase. The system is sensitive to initial conditions in this chaotic condition. Focusing on the harmful effects of chaotic system, we introduce adjustment parameter to efficiently control the chaos. The results have a strong reference value to practical problems, so it has a great value in both theory and application.

Suggested Citation

  • Junhai Ma & Hao Ren & Miao Yu & Meihong Zhu, 2018. "Research on the Complexity and Chaos Control about a Closed-Loop Supply Chain with Dual-Channel Recycling and Uncertain Consumer Perception," Complexity, Hindawi, vol. 2018, pages 1-13, January.
    • Handle: RePEc:hin:complx:9853635
    DOI: 10.1155/2018/9853635
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    References listed on IDEAS

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    1. Junhai Ma & Yuehong Guo, 2014. "Research on Third-Party Collecting Game Model with Competition in Closed-Loop Supply Chain Based on Complex Systems Theory," Abstract and Applied Analysis, Hindawi, vol. 2014, pages 1-22, June.
    2. He, Yuanjie, 2015. "Acquisition pricing and remanufacturing decisions in a closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 163(C), pages 48-60.
    3. Lu, Jye-Chyi & Tsao, Yu-Chung & Charoensiriwath, Chayakrit & Dong, Ming, 2012. "Dynamic decision-making in a two-stage supply chain with repeated transactions," International Journal of Production Economics, Elsevier, vol. 137(2), pages 211-225.
    4. Zu-Jun, Ma & Zhang, Nian & Dai, Ying & Hu, Shu, 2016. "Managing channel profits of different cooperative models in closed-loop supply chains," Omega, Elsevier, vol. 59(PB), pages 251-262.
    5. Huang, Min & Song, Min & Lee, Loo Hay & Ching, Wai Ki, 2013. "Analysis for strategy of closed-loop supply chain with dual recycling channel," International Journal of Production Economics, Elsevier, vol. 144(2), pages 510-520.
    6. Chen, Jen-Ming & Chang, Chia-I, 2012. "The co-opetitive strategy of a closed-loop supply chain with remanufacturing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(2), pages 387-400.
    7. Liang, Yijiong & Pokharel, Shaligram & Lim, Geok Hian, 2009. "Pricing used products for remanufacturing," European Journal of Operational Research, Elsevier, vol. 193(2), pages 390-395, March.
    8. Salema, Maria Isabel Gomes & Barbosa-Povoa, Ana Paula & Novais, Augusto Q., 2010. "Simultaneous design and planning of supply chains with reverse flows: A generic modelling framework," European Journal of Operational Research, Elsevier, vol. 203(2), pages 336-349, June.
    9. Ketzenberg, Michael, 2009. "The value of information in a capacitated closed loop supply chain," European Journal of Operational Research, Elsevier, vol. 198(2), pages 491-503, October.
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    Cited by:

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    2. Yuhua Xu & Zhongyi Ke & Chengrong Xie & Wuneng Zhou, 2018. "Dynamic Evolution Analysis of Stock Price Fluctuation and Its Control," Complexity, Hindawi, vol. 2018, pages 1-9, January.
    3. Simonetto, Marco & Sgarbossa, Fabio & Battini, Daria & Govindan, Kannan, 2022. "Closed loop supply chains 4.0: From risks to benefits through advanced technologies. A literature review and research agenda," International Journal of Production Economics, Elsevier, vol. 253(C).
    4. Ting Li & Dongyun Yan & Xiaogang Ma, 2019. "Stability Analysis and Chaos Control of Recycling Price Game Model for Manufacturers and Retailers," Complexity, Hindawi, vol. 2019, pages 1-13, July.
    5. Garmani, Hamid & Ait Omar, Driss & El Amrani, Mohamed & Baslam, Mohamed & Jourhmane, Mostafa, 2020. "Analysis of a dynamics duopoly game with two content providers," Chaos, Solitons & Fractals, Elsevier, vol. 131(C).
    6. Junhai Ma & Liqing Zhu & Yani Guo, 2021. "Strategies and stability study for a triopoly game considering product recovery based on closed-loop supply chain," Operational Research, Springer, vol. 21(4), pages 2261-2282, December.
    7. Qi Chen & Qi Xu & Cui Wu, 2019. "Dynamic Matching in Cloud Manufacturing considering Matching Costs," Complexity, Hindawi, vol. 2019, pages 1-16, July.

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