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Answers for “近乎相关如何影响条件数?”

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Near-dependence of columns can produce a much larger condition number. While the exact rank might be full, the geometric closeness of the columns to a lower-dimensional subspace makes the matrix ill-conditioned, leading to sensitivity in calculations.

Conditions: The columns are linearly independent but nearly dependent.; The matrix has full exact rank.