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Solving a system of linear equations (which can be done with the Gaussian elimination method), linear programming (which can be solved with the simplex method), least squares, and compressed sensing (see the Wikipedia article) are practical problems that arise in many application areas. Linear algebra helps with developing correct and efficient algorithms ...


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