The Black-Scholes PDE can be interpreted as a probability conservation law: the probability flux through the boundary of a region in the -space equals the rate of probability change inside. To make this precise in three dimensions — as in a multi-factor model — you need to integrate a vector field over a two-dimensional surface embedded in . Surface integrals generalise line integrals from curves to surfaces: the scalar surface integral computes area and mass; the vector surface integral (flux) measures how much of a vector field passes through the surface per unit time. Both require the surface area element , which is the two-dimensional Jacobian for parameterised surfaces.
Learning objectives. By the end of this note you should be able to:
- parameterise surfaces using coordinates and compute the surface normal ;
- set up and evaluate the scalar surface integral ;
- define and evaluate the flux integral (the vector surface integral);
- orient a surface (choice of normal direction) and state how orientation affects the flux sign.
In this lesson
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- Parameterised Surfaces
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- The Area Element
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- Scalar Surface Integrals
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- Flux Integrals (Vector Surface Integrals)
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- Flux Through a Closed Surface
Before you start
- Green's Theorem: Boundary Integrals and Double Integrals
- Double Integrals in Polar Coordinates and the Change-of-Variables Jacobian
The full lesson, with worked examples and exercise solutions, is for members.
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