Definition of reduced row echelon form of a matrix

Created almost 9 years ago, updated about 8 hours ago

Definition: The reduced row echelon form of a matrix $A$ is the unique matrix $R$ in RREF that is row-equivalent to $A$.

Uniqueness Theorem: Every matrix is row-equivalent to exactly one matrix in reduced row echelon form.

Why this matters: The RREF is a canonical form — it provides a unique "fingerprint" for the row space of a matrix. For matrices of the same shape, having the same row space is equivalent to having the same RREF.

Computation: The RREF is found by applying Gauss-Jordan elimination: forward elimination to reach REF, then scaling pivots to 1, then backward elimination to clear entries above pivots.

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