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Optimizing an emission trading scheme for local governments: A Stackelberg game model and hybrid algorithm

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  • Hong, Zhaofu
  • Chu, Chengbin
  • Zhang, Linda L.
  • Yu, Yugang

Abstract

This study investigates a policy-making problem for a local government to implement an emission trading scheme by considering the interactive production decisions of firms in its administrative region. The market-based allowance trading price formed freely among the firms in the region is investigated by taking into account regional environmental bearing capacities. Under the scheme, the government sets the emission reduction target of the region and allocates tradable initial allowances to firms, and firms plan their production according to their allowances on hand. A Stackelberg game model is formulated to analyze the decisions of the government and firms aiming to maximize the social welfare of the region and maximize the profit of each firm. In view of the non-concavity and discreteness of the decision model for the government, we propose a hybrid algorithm to solve the game model efficiently. This algorithm consists of a polynomial time dynamic programming, binary search, and genetic algorithm. Results reveal that i) the Stackelberg game model greatly supports local governments' policy-making on the market-driven emission allowance trading scheme, and that ii) the social welfare is a great metric for policy-making decisions on environmental regulations. The market-driven emission trading scheme is an effective mechanism for local governments to induce emission reduction through green technology adoption by firms. However, governments should set their emission reduction targets appropriately because a tight or easy regulation policy significantly affects the environmental and economic benefits as well as the social welfare.

Suggested Citation

  • Hong, Zhaofu & Chu, Chengbin & Zhang, Linda L. & Yu, Yugang, 2017. "Optimizing an emission trading scheme for local governments: A Stackelberg game model and hybrid algorithm," International Journal of Production Economics, Elsevier, vol. 193(C), pages 172-182.
    • Handle: RePEc:eee:proeco:v:193:y:2017:i:c:p:172-182
    DOI: 10.1016/j.ijpe.2017.07.009
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    as
    1. Joseph E. Aldy & Robert Stavins, 2011. "The Promise and Problems of Pricing Carbon: Theory and Experience," NBER Working Papers 17569, National Bureau of Economic Research, Inc.
    2. Bin Ye & Jingjing Jiang & Lixin Miao & Ji Li & Yang Peng, 2015. "Innovative Carbon Allowance Allocation Policy for the Shenzhen Emission Trading Scheme in China," Sustainability, MDPI, vol. 8(1), pages 1-23, December.
    3. Bushnell, James & Chen, Yihsu, 2012. "Allocation and leakage in regional cap-and-trade markets for CO2," Resource and Energy Economics, Elsevier, vol. 34(4), pages 647-668.
    4. Xiting Gong & Sean X. Zhou, 2013. "Optimal Production Planning with Emissions Trading," Operations Research, INFORMS, vol. 61(4), pages 908-924, August.
    5. Palak, Gökçe & Ekşioğlu, Sandra Duni & Geunes, Joseph, 2014. "Analyzing the impacts of carbon regulatory mechanisms on supplier and mode selection decisions: An application to a biofuel supply chain," International Journal of Production Economics, Elsevier, vol. 154(C), pages 198-216.
    6. Linn, Joshua, 2010. "The effect of cap-and-trade programs on firms' profits: Evidence from the Nitrogen Oxides Budget Trading Program," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 1-14, January.
    7. S. Du & F. Ma & Z. Fu & L. Zhu & J. Zhang, 2015. "Game-theoretic analysis for an emission-dependent supply chain in a ‘cap-and-trade’ system," Annals of Operations Research, Springer, vol. 228(1), pages 135-149, May.
    8. Absi, Nabil & Dauzère-Pérès, Stéphane & Kedad-Sidhoum, Safia & Penz, Bernard & Rapine, Christophe, 2016. "The single-item green lot-sizing problem with fixed carbon emissions," European Journal of Operational Research, Elsevier, vol. 248(3), pages 849-855.
    9. Ding, Huiping & Zhao, Qilan & An, Zhirong & Tang, Ou, 2016. "Collaborative mechanism of a sustainable supply chain with environmental constraints and carbon caps," International Journal of Production Economics, Elsevier, vol. 181(PA), pages 191-207.
    10. Manikas, Andrew S. & Kroes, James R., 2015. "A newsvendor approach to compliance and production under cap and trade emissions regulation," International Journal of Production Economics, Elsevier, vol. 159(C), pages 274-284.
    11. Brian C. Murray & Richard G. Newell & William A. Pizer, 2009. "Balancing Cost and Emissions Certainty: An Allowance Reserve for Cap-and-Trade," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 3(1), pages 84-103, Winter.
    12. Gouda, Sirish Kumar & Jonnalagedda, Sreelata & Saranga, Haritha, 2016. "Design for the environment: Impact of regulatory policies on product development," European Journal of Operational Research, Elsevier, vol. 248(2), pages 558-570.
    13. Yenipazarli, Arda, 2016. "Managing new and remanufactured products to mitigate environmental damage under emissions regulation," European Journal of Operational Research, Elsevier, vol. 249(1), pages 117-130.
    14. Chialin Chen, 2001. "Design for the Environment: A Quality-Based Model for Green Product Development," Management Science, INFORMS, vol. 47(2), pages 250-263, February.
    15. Solnon, Christine & Cung, Van Dat & Nguyen, Alain & Artigues, Christian, 2008. "The car sequencing problem: Overview of state-of-the-art methods and industrial case-study of the ROADEF'2005 challenge problem," European Journal of Operational Research, Elsevier, vol. 191(3), pages 912-927, December.
    16. Hong, Zhaofu & Chu, Chengbin & Yu, Yugang, 2016. "Dual-mode production planning for manufacturing with emission constraints," European Journal of Operational Research, Elsevier, vol. 251(1), pages 96-106.
    17. Cong, Rong-Gang & Wei, Yi-Ming, 2010. "Potential impact of (CET) carbon emissions trading on China’s power sector: A perspective from different allowance allocation options," Energy, Elsevier, vol. 35(9), pages 3921-3931.
    18. Silvestre, Bruno S., 2015. "Sustainable supply chain management in emerging economies: Environmental turbulence, institutional voids and sustainability trajectories," International Journal of Production Economics, Elsevier, vol. 167(C), pages 156-169.
    19. Loschel, Andreas, 2002. "Technological change in economic models of environmental policy: a survey," Ecological Economics, Elsevier, vol. 43(2-3), pages 105-126, December.
    20. Chang, Yen-Chiang & Wang, Nannan, 2010. "Environmental regulations and emissions trading in China," Energy Policy, Elsevier, vol. 38(7), pages 3356-3364, July.
    21. Cameron Hepburn, 2006. "Regulation by Prices, Quantities, or Both: A Review of Instrument Choice," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(2), pages 226-247, Summer.
    22. Arrow, Kenneth & Bolin, Bert & Costanza, Robert & Dasgupta, Partha & Folke, Carl & Holling, C.S. & Jansson, Bengt-Owe & Levin, Simon & Mäler, Karl-Göran & Perrings, Charles & Pimentel, David, 1996. "Economic growth, carrying capacity, and the environment," Environment and Development Economics, Cambridge University Press, vol. 1(1), pages 104-110, February.
    23. Yalabik, Baris & Fairchild, Richard J., 2011. "Customer, regulatory, and competitive pressure as drivers of environmental innovation," International Journal of Production Economics, Elsevier, vol. 131(2), pages 519-527, June.
    24. Wu, JunJie & Babcock, Bruce A., 1999. "The Relative Efficiency of Voluntary vs Mandatory Environmental Regulations," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 158-175, September.
    25. Zhang, Bin & Xu, Liang, 2013. "Multi-item production planning with carbon cap and trade mechanism," International Journal of Production Economics, Elsevier, vol. 144(1), pages 118-127.
    26. Sabzevar, Nikoo & Enns, S.T. & Bergerson, Joule & Kettunen, Janne, 2017. "Modeling competitive firms' performance under price-sensitive demand and cap-and-trade emissions constraints," International Journal of Production Economics, Elsevier, vol. 184(C), pages 193-209.
    27. Ilkyeong Moon & Yoon Jea Jeong & Subrata Saha, 2016. "Fuzzy Bi-Objective Production-Distribution Planning Problem under the Carbon Emission Constraint," Sustainability, MDPI, vol. 8(8), pages 1-17, August.
    28. Yael Parag & Stuart Capstick & Wouter Poortinga, 2011. "Policy attribute framing: A comparison between three policy instruments for personal emissions reduction," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 30(4), pages 889-905, September.
    29. Michael Grubb, 2012. "Cap and trade finds new energy," Nature, Nature, vol. 491(7426), pages 666-667, November.
    30. Liu, Qian & Zheng, Lucy, 2016. "Assessing the economic performance of an environmental sustainable supply chain in reducing environmental externalitiesAuthor-Name: Ding, Huiping," European Journal of Operational Research, Elsevier, vol. 255(2), pages 463-480.
    31. repec:dau:papers:123456789/2267 is not listed on IDEAS
    32. Chang, Xiangyun & Xia, Haiyang & Zhu, Huiyun & Fan, Tijun & Zhao, Hongqing, 2015. "Production decisions in a hybrid manufacturing–remanufacturing system with carbon cap and trade mechanism," International Journal of Production Economics, Elsevier, vol. 162(C), pages 160-173.
    33. Michael Grubb & Christian Azar & U. Martin Persson, 2005. "Allowance allocation in the European emissions trading system: a commentary," Climate Policy, Taylor & Francis Journals, vol. 5(1), pages 127-136, January.
    34. Yi, Wen-Jing & Zou, Le-Le & Guo, Jie & Wang, Kai & Wei, Yi-Ming, 2011. "How can China reach its CO2 intensity reduction targets by 2020? A regional allocation based on equity and development," Energy Policy, Elsevier, vol. 39(5), pages 2407-2415, May.
    35. Tang, Christopher S. & Zhou, Sean, 2012. "Research advances in environmentally and socially sustainable operations," European Journal of Operational Research, Elsevier, vol. 223(3), pages 585-594.
    36. Klassen, Robert D. & Vereecke, Ann, 2012. "Social issues in supply chains: Capabilities link responsibility, risk (opportunity), and performance," International Journal of Production Economics, Elsevier, vol. 140(1), pages 103-115.
    37. Absi, Nabil & Dauzère-Pérès, Stéphane & Kedad-Sidhoum, Safia & Penz, Bernard & Rapine, Christophe, 2013. "Lot sizing with carbon emission constraints," European Journal of Operational Research, Elsevier, vol. 227(1), pages 55-61.
    38. Andrew G. Keeler, 2004. "Sequestration rental policies and price path of carbon," Climate Policy, Taylor & Francis Journals, vol. 4(4), pages 419-425, December.
    39. M. Florian & J. K. Lenstra & A. H. G. Rinnooy Kan, 1980. "Deterministic Production Planning: Algorithms and Complexity," Management Science, INFORMS, vol. 26(7), pages 669-679, July.
    Full references (including those not matched with items on IDEAS)

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