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Mathematics · unit version 1

Exact factorization and repeated solves

Prove factorization conditions, verify row-permutation receipts and reuse exact factors without confusing singularity, free variables or arithmetic cost with numerical stability.

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Readiness and preparation

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Why must a row operation also act on the right-hand side?

A factorization records equivalent equations; a permutation receipt PA=LU requires the correspondingly permuted request Pb.

Compare reasoning and find a refresher

The operation replaces entire equations, including their constants. Applying it only to coefficients generally changes the solution set.

Review equivalent row operations

Does an invertible matrix necessarily have a nonzero first pivot without a row swap?

Unpivoted factorization needs stronger intermediate conditions than invertibility of the whole matrix.

Compare reasoning and find a refresher

No. The matrix with rows (0,1),(1,0) has determinant −1 and is invertible, but its upper-left entry is zero. A row permutation makes a valid first pivot available.

Review invertibility and leading-block boundaries

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Exceptional pivots, late swaps and reusable receipts

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Lesson sequence

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  1. Construct LU and know when it exists

    Lesson details and objectives

    Prove the exact no-pivot criterion, recover normalized LDU factors, and diagnose singular and rectangular boundaries.

    • Construct unit lower triangular LU factors and prove their existence criterion for nonsingular square matrices.
    • Derive leading-minor pivot ratios and uniqueness, then construct LDU with both triangular factors normalized.
    • Distinguish no-pivot failure from singularity and state appropriate shapes and pivot conventions for rectangular matrices.

    6 practice tasks.

  2. Pivoted factors and repeated solves

    Lesson details and objectives

    Track permutations and stored multipliers through late row exchanges, then reuse a verified factorization for new right-hand sides.

    • Prove the PA=LU invariant through elimination and late exchanges of active rows.
    • Solve new right-hand sides by the correctly permuted forward and backward substitutions and justify uniqueness.
    • Diagnose incorrect permutation or multiplier records and distinguish reusable factors from a changed coefficient matrix.

    6 practice tasks.