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Stiff Differential Equation


A stiff differential equation is an ordinary differential equation for which some numerical methods require an impractically small step size for stability, even where the exact solution varies slowly. Stiffness commonly occurs when the solution contains components with widely separated decay rates. For example, the scalar test equation

 y^'=lambday

is stiff over an interval when Relambda is large and negative relative to the time scale of interest.

Explicit methods have bounded stability regions and may therefore be inefficient for stiff systems. Implicit methods, including backward differentiation formulas and implicit Runge-Kutta methods, are designed to have the stronger stability properties needed for such problems.


See also

Euler Forward Method, Ordinary Differential Equation, Runge-Kutta Method

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References

Byrne, G. D. and Hindmarsh, A. C. "Stiff ODE Solvers: A Review of Current and Coming Attractions." J. Comput. Phys. 70, 1-62, 1987. https://doi.org/10.1016/0021-9991(87)90001-5.Hairer, E. and Wanner, G. Solving Ordinary Differential Equations II: Stiff and Differential-Algebraic Problems, 2nd rev. ed. Berlin, Germany: Springer-Verlag, 1996.

Cite this as:

Weisstein, Eric W. "Stiff Differential Equation." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/StiffDifferentialEquation.html

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