IDEAS home Printed from https://ideas.repec.org/a/spr/operea/v23y2023i2d10.1007_s12351-023-00775-9.html
   My bibliography  Save this article

Bilevel programming methods in waste-to-energy plants' price-setting game

Author

Listed:
  • Ivan Eryganov

    (Brno University of Technology)

  • Radovan Šomplák

    (Brno University of Technology)

  • Dušan Hrabec

    (Tomas Bata University in Zlín)

  • Josef Jadrný

    (TERMIZO, a.s.)

Abstract

This paper deals with the problem of waste treatment pricing in the waste-to-energy (WtE) plants' network. The correct and stable estimate of gate fees should ensure efficient and financially sustainable waste energy recovery. The main contribution is a new price-setting approach, combining bilevel optimization techniques and game theory. The proposed approach dwells on two challenging steps. The first step is to solve the bilevel program, where the WtE plant on the upper level maximizes its income by setting the optimal gate fee, whereas waste producers on the lower level minimize the sum of their waste treatment costs. This optimization problem considers cities' waste production amounts, WtE plants' capacities, and locations. The novel heuristic algorithm, which can handle this bilevel program time-efficiently, is presented. It is based on the reformulations of bilevel problems of highway networks and pricing. The functionality of the heuristic has been validated using artificial waste management network scenarios. The second step is to establish the stable gate fee outcome in the waste management network, where numerous WtE plants are presented. This task is reformulated as a search for the Nash equilibrium in a normal-form game. The best-response dynamics algorithm enables establishing the game's equilibrium with numerous WtE plants and continuous strategy sets. The potential application of the proposed approach is demonstrated in the exemplary problem motivated by the Czech Republic. The found stable gate fee outcome is then used to estimate the optimal capacity of the prepared WtE facility project and ensure its financial viability in the existing waste management network.

Suggested Citation

  • Ivan Eryganov & Radovan Šomplák & Dušan Hrabec & Josef Jadrný, 2023. "Bilevel programming methods in waste-to-energy plants' price-setting game," Operational Research, Springer, vol. 23(2), pages 1-37, June.
  • Handle: RePEc:spr:operea:v:23:y:2023:i:2:d:10.1007_s12351-023-00775-9
    DOI: 10.1007/s12351-023-00775-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12351-023-00775-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s12351-023-00775-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Martine Labbé & Patrice Marcotte & Gilles Savard, 1998. "A Bilevel Model of Taxation and Its Application to Optimal Highway Pricing," Management Science, INFORMS, vol. 44(12-Part-1), pages 1608-1622, December.
    2. Haifa Jammeli & Majdi Argoubi & Hatem Masri, 2021. "A Bi-objective stochastic programming model for the household waste collection and transportation problem: case of the city of Sousse," Operational Research, Springer, vol. 21(3), pages 1613-1639, September.
    3. Ebikapade Amasuomo & Jim Baird, 2016. "The Concept of Waste and Waste Management," Journal of Management and Sustainability, Canadian Center of Science and Education, vol. 6(4), pages 88-96, December.
    4. Budnitzki, Alina, 2014. "Computation of the optimal tolls on the traffic network," European Journal of Operational Research, Elsevier, vol. 235(1), pages 247-251.
    5. Reisi, Mohsen & Gabriel, Steven A. & Fahimnia, Behnam, 2019. "Supply chain competition on shelf space and pricing for soft drinks: A bilevel optimization approach," International Journal of Production Economics, Elsevier, vol. 211(C), pages 237-250.
    6. Anjos, Miguel F. & Brotcorne, Luce & Gomez-Herrera, Juan A., 2021. "Optimal setting of time-and-level-of-use prices for an electricity supplier," Energy, Elsevier, vol. 225(C).
    7. van Hoesel, Stan, 2008. "An overview of Stackelberg pricing in networks," European Journal of Operational Research, Elsevier, vol. 189(3), pages 1393-1402, September.
    8. Martine Labbé & Alessia Violin, 2016. "Bilevel programming and price setting problems," Annals of Operations Research, Springer, vol. 240(1), pages 141-169, May.
    9. Ante Farm, 2020. "Pricing in practice in consumer markets," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 43(1), pages 61-75, January.
    10. Makoto Tanaka & Yihsu Chen & Afzal S. Siddiqui, 2022. "Regulatory jurisdiction and policy coordination: A bi-level modeling approach for performance-based environmental policy," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 73(3), pages 509-524, March.
    11. Yiqiang Su & Joseph Geunes, 2013. "Multi-period price promotions in a single-supplier, multi-retailer supply chain under asymmetric demand information," Annals of Operations Research, Springer, vol. 211(1), pages 447-472, December.
    12. Barbosa-Póvoa, Ana Paula & da Silva, Cátia & Carvalho, Ana, 2018. "Opportunities and challenges in sustainable supply chain: An operations research perspective," European Journal of Operational Research, Elsevier, vol. 268(2), pages 399-431.
    13. Chen, Mei & Bernstein, David H., 2004. "Solving the toll design problem with multiple user groups," Transportation Research Part B: Methodological, Elsevier, vol. 38(1), pages 61-79, January.
    14. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    15. Leal, Marina & Ponce, Diego & Puerto, Justo, 2020. "Portfolio problems with two levels decision-makers: Optimal portfolio selection with pricing decisions on transaction costs," European Journal of Operational Research, Elsevier, vol. 284(2), pages 712-727.
    16. Georgios P. Trachanas & Aikaterini Forouli & Nikolaos Gkonis & Haris Doukas, 2020. "Hedging uncertainty in energy efficiency strategies: a minimax regret analysis," Operational Research, Springer, vol. 20(4), pages 2229-2244, December.
    17. Chunming Xu & Debao Zhu, 2021. "On Conflicts between Pharmaceutical Patent Protection and the Right to Life and Health Based on a Stackelberg Game," IJERPH, MDPI, vol. 18(3), pages 1-13, January.
    18. Maravillo, Héctor & Camacho-Vallejo, José-Fernando & Puerto, Justo & Labbé, Martine, 2020. "A market regulation bilevel problem: A case study of the Mexican petrochemical industry," Omega, Elsevier, vol. 97(C).
    19. Grimm, Veronika & Orlinskaya, Galina & Schewe, Lars & Schmidt, Martin & Zöttl, Gregor, 2021. "Optimal design of retailer-prosumer electricity tariffs using bilevel optimization," Omega, Elsevier, vol. 102(C).
    20. Matsui, Akihiko, 1992. "Best response dynamics and socially stable strategies," Journal of Economic Theory, Elsevier, vol. 57(2), pages 343-362, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Beck, Yasmine & Ljubić, Ivana & Schmidt, Martin, 2023. "A survey on bilevel optimization under uncertainty," European Journal of Operational Research, Elsevier, vol. 311(2), pages 401-426.
    2. Tawfik, Christine & Gendron, Bernard & Limbourg, Sabine, 2022. "An iterative two-stage heuristic algorithm for a bilevel service network design and pricing model," European Journal of Operational Research, Elsevier, vol. 300(2), pages 512-526.
    3. Acuna, Jorge A. & Zayas-Castro, Jose L. & Feijoo, Felipe, 2022. "A bilevel Nash-in-Nash model for hospital mergers: A key to affordable care," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    4. François Gilbert & Patrice Marcotte & Gilles Savard, 2015. "A Numerical Study of the Logit Network Pricing Problem," Transportation Science, INFORMS, vol. 49(3), pages 706-719, August.
    5. González-Díaz, Julio & González-Rodríguez, Brais & Leal, Marina & Puerto, Justo, 2021. "Global optimization for bilevel portfolio design: Economic insights from the Dow Jones index," Omega, Elsevier, vol. 102(C).
    6. Christine Tawfik & Sabine Limbourg, 2018. "Pricing Problems in Intermodal Freight Transport: Research Overview and Prospects," Sustainability, MDPI, vol. 10(9), pages 1-22, September.
    7. Casorrán, Carlos & Fortz, Bernard & Labbé, Martine & Ordóñez, Fernando, 2019. "A study of general and security Stackelberg game formulations," European Journal of Operational Research, Elsevier, vol. 278(3), pages 855-868.
    8. Martine Labbé & Alessia Violin, 2016. "Bilevel programming and price setting problems," Annals of Operations Research, Springer, vol. 240(1), pages 141-169, May.
    9. Jie Wu & Zhixin Chen & Xiang Ji, 2020. "Sustainable trade promotion decisions under demand disruption in manufacturer-retailer supply chains," Annals of Operations Research, Springer, vol. 290(1), pages 115-143, July.
    10. Davide Bruno & Marinella Ferrara & Felice D’Alessandro & Alberto Mandelli, 2022. "The Role of Design in the CE Transition of the Furniture Industry—The Case of the Italian Company Cassina," Sustainability, MDPI, vol. 14(15), pages 1-20, July.
    11. Francesca Gennari, 2023. "The transition towards a circular economy. A framework for SMEs," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 27(4), pages 1423-1457, December.
    12. Jaroslaw Golebiewski & Josu Takala & Oskar Juszczyk & Nina Drejerska, 2019. "Local contribution to circular economy. A case study of a Polish rural municipality," Economia agro-alimentare, FrancoAngeli Editore, vol. 21(3), pages 771-791.
    13. Millar, Neal & McLaughlin, Eoin & Börger, Tobias, 2019. "The Circular Economy: Swings and Roundabouts?," Ecological Economics, Elsevier, vol. 158(C), pages 11-19.
    14. Sandholm,W.H., 2003. "Excess payoff dynamics, potential dynamics, and stable games," Working papers 5, Wisconsin Madison - Social Systems.
    15. Nikos Chatzistamoulou & Phoebe Koundouri, 2020. "The Economics of Sustainable Development," DEOS Working Papers 2005, Athens University of Economics and Business.
    16. Halkos, George & Managi, Shunsuke, 2023. "New developments in the disciplines of environmental and resource economics," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 513-522.
    17. Jose García‐Quevedo & Elisenda Jové‐Llopis & Ester Martínez‐Ros, 2020. "Barriers to the circular economy in European small and medium‐sized firms," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2450-2464, September.
    18. Nuri Cihan Kayaçetin & Chiara Piccardo & Alexis Versele, 2022. "Social Impact Assessment of Circular Construction: Case of Living Lab Ghent," Sustainability, MDPI, vol. 15(1), pages 1-15, December.
    19. Anca C. Farcas & Charis M. Galanakis & Carmen Socaciu & Oana L. Pop & Dorin Tibulca & Adriana Paucean & Mirela A. Jimborean & Melinda Fogarasi & Liana C. Salanta & Maria Tofana & Sonia A. Socaci, 2020. "Food Security during the Pandemic and the Importance of the Bioeconomy in the New Era," Sustainability, MDPI, vol. 13(1), pages 1-11, December.
    20. Antonio Cabrales & Giovanni Ponti, 2000. "Implementation, Elimination of Weakly Dominated Strategies and Evolutionary Dynamics," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(2), pages 247-282, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:operea:v:23:y:2023:i:2:d:10.1007_s12351-023-00775-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.