Matrix stability analysis is a mathematical technique used to determine the stability of numerical methods employed in solving differential equations, particularly partial differential equations (PDEs). This analysis evaluates how perturbations in the initial conditions or parameters affect the solution's behavior over time. It's essential for understanding how numerical methods can converge to the correct solution and avoid instabilities, which is crucial when dealing with phenomena like heat conduction or fluid dynamics.
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