Convergence analysis is the study of how a numerical method approaches the exact solution of a problem as the step size or other parameters are refined. This concept is crucial in assessing the reliability and accuracy of numerical methods, indicating whether they will yield results that become closer to the true solution with repeated application or finer discretization. Understanding convergence helps in determining the efficiency and effectiveness of various algorithms used for solving mathematical problems.
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