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Calculus II: Vector Calculus and Multivariable Analysis / Vector Calculus and the Integral Theorems

The Fundamental Theorem in Higher Dimensions: Unification and Finance Bridge

Every theorem in this unit — the FTC, Green's theorem, Stokes's theorem, and the Divergence theorem — says the same thing in a different number of dimensions: the integral of a "derivative" over a region equals the integral of the original quantity over the region's boundary. In the language of differential forms, this is a single identity ∫∂Ωω=∫Ωdω\int_{\partial\Omega}\omega=\int_\Omega d\omega, called the Generalised Stokes's Theorem. Recognising this structure matters for quant finance because it is the mathematical backbone of everything from the Feynman-Kac formula to the PDE derivation of Black-Scholes: every time we convert a boundary condition on an option's payoff into a partial differential equation governing its interior price, we are applying the generalised FTC in an infinite-dimensional setting.
Learning objectives. By the end of this note you should be able to:
  • recognise the four classical integral theorems as instances of ∫∂Ωω=∫Ωdω\int_{\partial\Omega}\omega=\int_\Omega d\omega;
  • explain what a differential kk-form is and how the exterior derivative dd generalises gradient, curl, and divergence;
  • sketch how the Divergence theorem implies the Black-Scholes PDE from the no-arbitrage conservation law;
  • state the Feynman-Kac formula and identify where the Divergence theorem enters its derivation.

In this lesson

    1. The Four Theorems in One Formula
    1. Differential Forms (Conceptual)
    1. The Finance Bridge: Black-Scholes from the Divergence Theorem
    1. The Conservative-Field and No-Arbitrage Duality
    1. Why This Matters Going Forward

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