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kevinlui's site

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Rank

  • The rank of a matrix is the rank of the corresponding linear transformation.

  • Full rank is a thing.

  • Full rank if and only if it is injective or surjective.

  • Recall row operations is left-multiplication by an invertible matrix.

  • The range does not change when pre-composing by an isomorphism. What if not isomorphic?

  • The nullspace does not change when post-composing by an isomorphism. What if not isomorphic?

  • Therefore, rank does not change under column and row operations.

  • The range is the column space.

  • Read Theorem 3.6 on your own. After row and column operations, every matrix decomposes as I's and O's.

  • Corollary: rank is invariant under transposes.

  • Method of computing inverses. M(A|I)=(MA|MI)

  • Cosets and the first isomorphism theorem.