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The Quantum Structure of Markets: Linking Hamiltonian-Jacobi-Bellman Dynamics to Schrodinger Equation through Feynman Action

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  • Paramahansa Pramanik

Abstract

We develop a Euclidean path-integral control to characterize optimal firm behavior in an economy governed by Walrasian equilibrium, Pareto efficiency, and non-cooperative Markovian feedback Nash equilibrium. The approach recasts the problem as a Lagrangian stochastic control system with forward-looking dynamics, thereby avoiding the explicit construction of a value function. Instead, optimal policies are obtained from a continuously differentiable Ito process generated through integrating factors, which yields a tractable alternative to conventional solution methods for complex market environments. This construction is useful in settings with nonlinear stochastic differential equations where standard Hamilton-Jacobi-Bellman (HJB) formulations are difficult to implement. Consistent with Feynman-Kac-type representations, the resulting solutions need not be unique. In economies with a large number of firms, the analysis admits a natural comparison with mean-field game formulations. Our main contribution is to derive a noncooperative feedback Nash equilibrium within this path-integral setting and to contrast it with outcomes implied by mean-field interactions. Several examples illustrate the method's applicability and highlight differences relative to solutions based on the Pontryagin maximum principle generated by HJB.

Suggested Citation

  • Paramahansa Pramanik, 2026. "The Quantum Structure of Markets: Linking Hamiltonian-Jacobi-Bellman Dynamics to Schrodinger Equation through Feynman Action," Papers 2603.25086, arXiv.org.
  • Handle: RePEc:arx:papers:2603.25086
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    References listed on IDEAS

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    1. Jonathan Thomas & Tim Worrall, 1988. "Self-Enforcing Wage Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(4), pages 541-554.
    2. Paramahansa Pramanik, 2024. "Dependence on Tail Copula," J, MDPI, vol. 7(2), pages 1-26, April.
    3. Paramahansa Pramanik, 2025. "Stubbornness as Control in Professional Soccer Games: A BPPSDE Approach," Mathematics, MDPI, vol. 13(3), pages 1-37, January.
    4. Ivan Arraut & João Alexandre Lobo Marques & Sergio Gomes, 2021. "The Probability Flow in the Stock Market and Spontaneous Symmetry Breaking in Quantum Finance," Mathematics, MDPI, vol. 9(21), pages 1-18, November.
    5. Paramahansa Pramanik & Edward L. Boone & Ryad A. Ghanam, 2024. "Parametric Estimation in Fractional Stochastic Differential Equation," Stats, MDPI, vol. 7(3), pages 1-16, July.
    6. Chow, Gregory C., 1996. "The lagrange method of optimization with applications to portfolio and investment decisions," Journal of Economic Dynamics and Control, Elsevier, vol. 20(1-3), pages 1-18.
    7. Paramahansa Pramanik & Lambert Dong, 2025. "Impact of random monetary shock: a Keynesian case," Papers 2505.00800, arXiv.org.
    8. Bruce C. Greenwald & Joseph E. Stiglitz, 1986. "Externalities in Economies with Imperfect Information and Incomplete Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(2), pages 229-264.
    9. Lars Peter Hansen & Jianjun Miao, 2023. "Correction to: Asset pricing under smooth ambiguity in continuous time," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 75(1), pages 291-292, January.
    10. S. Rao Aiyagari & Albert Marcet & Thomas J. Sargent & Juha Seppala, 2002. "Optimal Taxation without State-Contingent Debt," Journal of Political Economy, University of Chicago Press, vol. 110(6), pages 1220-1254, December.
    11. Jean-Philippe Bouchaud & Didier Sornette, 1994. "The Black-Scholes option pricing problem in mathematical finance: generalization and extensions for a large class of stochastic processes," Science & Finance (CFM) working paper archive 500040, Science & Finance, Capital Fund Management.
    12. Polansky, Alan M. & Pramanik, Paramahansa, 2021. "A motif building process for simulating random networks," Computational Statistics & Data Analysis, Elsevier, vol. 162(C).
    13. Kydland, Finn E & Prescott, Edward C, 1977. "Rules Rather Than Discretion: The Inconsistency of Optimal Plans," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 473-491, June.
    14. Paramahansa Pramanik & Joel Graff & Mike Decaro, 2025. "Dissecting Multi-Level Pricing Schemes in the Context of eCW Client Engagement," Papers 2509.22669, arXiv.org.
    15. Paramahansa Pramanik, 2025. "Construction of an Optimal Strategy: An Analytic Insight Through Path Integral Control Driven by a McKean–Vlasov Opinion Dynamics," Mathematics, MDPI, vol. 13(17), pages 1-43, September.
    16. Paramahansa Pramanik & Alan M. Polansky, 2024. "Motivation to Run in One-Day Cricket," Mathematics, MDPI, vol. 12(17), pages 1-30, September.
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