IDEAS home Printed from https://ideas.repec.org/a/eee/chsofr/v202y2026ip1s0960077925014419.html

Some application of ordinary differential equations in several areas of the economy

Author

Listed:
  • Xia, Hongmei
  • Yang, Meirong
  • Han, Guoxiang
  • Huang, Yuchuan
  • Fang, Yudong
  • Meng, Dongyue

Abstract

Market research typically relies on supply and demand curves, but studies analysing market stability using ordinary differential equations (ODEs) remain insufficient. This study presents a unified multidimensional ODE framework that integrates linear and nonlinear demand functions with inventory dynamics to systematically assess market equilibrium stability. Key findings include: Li et al. (2025) (1) linear demand models consistently produce stable equilibria; Sinha and Lucheroni (2024) (2) nonlinear demand functions can yield multiple outcomes, including two equilibria (one stable, one unstable), a single unstable point, or no equilibrium, depending on parameters and initial conditions; and (Shapiro, 2024 (3)) inventory effects lead to either gradual or oscillatory convergence to equilibrium. Bifurcation analysis shows that variations in the α parameter significantly affect equilibrium and stability, especially in nonlinear models with complex dynamics. MATLAB simulations visualize and validate the results, enhancing clarity and practical relevance. This research provides new insights into dynamic supply-demand interactions and establishes a solid theoretical foundation for future economic analysis.

Suggested Citation

  • Xia, Hongmei & Yang, Meirong & Han, Guoxiang & Huang, Yuchuan & Fang, Yudong & Meng, Dongyue, 2026. "Some application of ordinary differential equations in several areas of the economy," Chaos, Solitons & Fractals, Elsevier, vol. 202(P1).
  • Handle: RePEc:eee:chsofr:v:202:y:2026:i:p1:s0960077925014419
    DOI: 10.1016/j.chaos.2025.117428
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960077925014419
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chaos.2025.117428?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Qi Feng & J. George Shanthikumar, 2018. "Supply and Demand Functions in Inventory Models," Operations Research, INFORMS, vol. 66(1), pages 77-91, 1-2.
    2. Kilian, Lutz, 2022. "Understanding the estimation of oil demand and oil supply elasticities," Energy Economics, Elsevier, vol. 107(C).
    3. Brinca, Pedro & Duarte, Joao B. & Faria-e-Castro, Miguel, 2021. "Measuring labor supply and demand shocks during COVID-19," European Economic Review, Elsevier, vol. 139(C).
    4. Vladislav Gennadievich Malyshkin, 2016. "Market Dynamics. On Supply and Demand Concepts," Papers 1602.04423, arXiv.org.
    5. Miguel Pinhão & Miguel Fonseca & Ricardo Covas, 2022. "Electricity Spot Price Forecast by Modelling Supply and Demand Curve," Mathematics, MDPI, vol. 10(12), pages 1-20, June.
    6. Tomas Ruzgas & Irma Jankauskienė & Audrius Zajančkauskas & Mantas Lukauskas & Matas Bazilevičius & Rugilė Kaluževičiūtė & Jurgita Arnastauskaitė, 2024. "Solving Linear and Nonlinear Delayed Differential Equations Using the Lambert W Function for Economic and Biological Problems," Mathematics, MDPI, vol. 12(17), pages 1-15, September.
    7. David Baqaee & Emmanuel Farhi, 2022. "Supply and Demand in Disaggregated Keynesian Economies with an Application to the COVID-19 Crisis," American Economic Review, American Economic Association, vol. 112(5), pages 1397-1436, May.
    8. Sabiou M. Inoua & Vernon L. Smith, 2020. "The Classical Theory of Supply and Demand," Working Papers 20-11, Chapman University, Economic Science Institute.
    9. Treb Allen & Costas Arkolakis, 2023. "Economic Activity across Space: A Supply and Demand Approach," Journal of Economic Perspectives, American Economic Association, vol. 37(2), pages 3-28, Spring.
    10. Zulqurnain Sabir & Adnène Arbi & Atef F. Hashem & Mohamed A Abdelkawy, 2023. "Morlet Wavelet Neural Network Investigations to Present the Numerical Investigations of the Prediction Differential Model," Mathematics, MDPI, vol. 11(21), pages 1-20, October.
    11. Adam Hale Shapiro, 2022. "How Much Do Supply and Demand Drive Inflation?," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, vol. 2022(15), pages 1-06, June.
    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. Marco Bottone & Cristina Conflitti & Marianna Riggi & Alex Tagliabracci, 2021. "Firms' inflation expectations and pricing strategies during Covid-19," Questioni di Economia e Finanza (Occasional Papers) 619, Bank of Italy, Economic Research and International Relations Area.
    2. Julian di Giovanni & Şebnem Kalemli-Özcan & Alvaro Silva & Muhammed A Yildirim, "undated". "Pandemic-era Inflation Drivers and Global Spillovers," RBA Annual Conference Papers acp2023-01, Reserve Bank of Australia, revised Nov 2023.
    3. Agostino Consolo & Filippos Petroulakis, 2024. "Did COVID‐19 induce a reallocation wave?," Economica, London School of Economics and Political Science, vol. 91(364), pages 1349-1390, October.
    4. Jaravel, Xavier & O'Connell, Martin, 2020. "Real-time price indices: Inflation spike and falling product variety during the Great Lockdown," Journal of Public Economics, Elsevier, vol. 191(C).
    5. Luisa Corrado & Stefano Grassi & Aldo Paolillo & Francesco Ravazzolo, 2024. "Oil, Gas, Pandemics, and War: The Drivers of Inflation," CEIS Research Paper 582, Tor Vergata University, CEIS, revised 28 Apr 2026.
    6. Scholl, Christoph, 2022. "COVID-19 and the GDP fall in Germany: A Business Cycle Accounting Approach," MPRA Paper 111570, University Library of Munich, Germany.
    7. Hinterlang, Natascha & Moyen, Stephane & Röhe, Oke & Stähler, Nikolai, 2023. "Gauging the effects of the German COVID-19 fiscal stimulus package," European Economic Review, Elsevier, vol. 154(C).
    8. Garcia-Revelo, José & Levieuge, Grégory & Sahuc, Jean-Guillaume, 2025. "Revisiting 15 years of unusual transatlantic monetary policies," Journal of International Money and Finance, Elsevier, vol. 159(C).
    9. Max Breitenlechner & Martin Geiger & Daniel Gründler & Johann Scharler, 2024. "Sequencing the COVID‐19 Recession in the USA: What Were the Macroeconomic Drivers?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(1), pages 119-136, February.
    10. Santiago E. Alvarez & Sarah M. Lein, 2020. "Tracking inflation on a daily basis," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-13, December.
    11. Maximiliano Dvorkin & Cassandra Marks, 2026. "Drivers of Wage and Employment Growth in Recent Years: A Supply and Demand Decomposition," Review, Federal Reserve Bank of St. Louis, vol. 108(4), pages 1-16, April.
    12. Le, Minh-Phuong & Chauvet, Lisa & Marouani, Mohamed Ali, 2024. "The Great Lockdown and the Small Business: Impact, Channels and Adaptation to the Covid Pandemic," World Development, Elsevier, vol. 182(C).
    13. Paolo Pasimeni, 2022. "Supply or Demand, that is the Question: Decomposing Euro Area Inflation," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 57(6), pages 384-393, November.
    14. Kim, Won Joong & Ko, Juyoung & Kwon, Won Soon & Piao, Chunyan, 2025. "Time-varying sources of fluctuations in global inflation," Economic Modelling, Elsevier, vol. 143(C).
    15. David E. Bloom & Michael Kuhn & Klaus Prettner, 2022. "Modern Infectious Diseases: Macroeconomic Impacts and Policy Responses," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 85-131, March.
    16. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    17. Galindo Gil, Hamilton, 2021. "What kind of firm is more responsive to the unconventional monetary policy?," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 188-200.
    18. Carlomagno, Guillermo & Eterovic, Nicolás & Hernández-Román, Luis G., 2024. "Disentangling demand and supply inflation shocks from electronic payments data," Economic Modelling, Elsevier, vol. 141(C).
    19. Abdulrahman A. Albahouth, 2025. "Inflation Rate Determinants in Saudi Arabia: A Non-Linear ARDL Approach," Sustainability, MDPI, vol. 17(3), pages 1-18, January.
    20. Balleer, Almut & Zorn, Peter & Link, Sebastian & Menkhoff, Manuel, 2020. "Demand or Supply? Price Adjustment during the Covid-19 Pandemic," CEPR Discussion Papers 14907, Centre for Economic Policy Research.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:eee:chsofr:v:202:y:2026:i:p1:s0960077925014419. 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: Thayer, Thomas R. (email available below). General contact details of provider: https://www.journals.elsevier.com/chaos-solitons-and-fractals .

    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.