Numerical linear algebra is a branch of mathematics that focuses on algorithms for performing linear algebra computations, especially those involving large-scale problems. This field is crucial for solving systems of linear equations, eigenvalue problems, and matrix factorizations, enabling efficient computation in various scientific and engineering applications. Its methods are foundational in developing numerical techniques that optimize performance and accuracy when handling matrices and vectors.
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