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Rouché–Capelli theorem is the theorem in linear algebra that allows computing the number of solutions in a system of linear equations given the ranks of its augmented matrix and coefficient matrix.
The coefficient matrix must be positive to ensure that the equation is trace-preserving and completely positive.