Explicit Euler Stability for the Heat Equation
Summary
The document asks why the explicit finite-difference scheme for the heat equation requires a relationship between its time step and spatial grid size. It gives the forward-time, centered-space update equation, where k is the time mesh size and h is the space mesh size, and points to the stability condition k ≤ h²/2.
The response emphasizes that the time and space steps cannot be selected independently if the numerical solution is to remain stable. It directs readers to a textbook discussion and a linked short explanation, but does not derive the condition, provide a stability analysis, or show numerical evidence. The note is therefore a concise statement of a stability constraint rather than a worked tutorial. Its scope is limited to the stated explicit Euler discretization of the heat equation; it does not discuss alternative schemes or broader applications to finance.
Key ideas
- The explicit Euler discretization uses a forward difference in time and a centered second difference in space.
- Stability requires the time step to satisfy k ≤ h²/2.
- The time and space mesh sizes must be chosen together under this condition.
- The document states the condition but does not show its derivation.
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Full text
# Explicit Euler stability for the Heat Equation (FDM)
# Explicit Euler stability for the Heat Equation (FDM)
Why the Explicit Euler scheme for the Heat Equation is stable only if $k \leq h^2/2$ ?
Here is the difference equation: \begin{equation} \frac{U_j^{n+1}-U_{j}^n}{k} = \frac{1}{h^2}(U_{j+1}^n-2U_j^n+U_{j-1}^n) \end{equation} with $k$ the mesh size in time and $h$ the mesh size in space
## Answer by FunnyBuzer (score 3)
https://quant.stackexchange.com/a/44302
You can consult Seydel pages 99-106 for explicit FD or for a short summary this link. The idea is that you cannot choose $k$ and $\frac{h^2}{2}$ independently for stability.Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.