Numerical methods are algorithms used to approximate solutions to mathematical problems for which analytical solutions are difficult or impossible to obtain. They are commonly used in engineering, physics, finance, and other fields to solve differential equations, perform optimization, and approximate integrals, among many other applications. Numerical methods are essential when dealing with complex models or large datasets where exact solutions are not feasible or computationally expensive.
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