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Matrix Column Scaling Determinant Factor Tool

Calculate matrix column scaling determinant factor from explicit caller-supplied inputs.

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Description

Multiply determinant by scale for the determinant after scaling one column.

A determinant encodes signed volume scaling and changes predictably under elementary row or column operations. Small-matrix identities depend on entry order and exact algebraic assumptions.

Multiply determinant by scale for the determinant after scaling one column.

When to use this tool

Use Matrix Column Scaling Determinant Factor when you need one determinant identity, sign, or small-matrix diagnostic.

How to use the tool and how it works

  1. Enter determinant, scale. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read determinant. Use the output convention below.

Multiply determinant by scale for the determinant after scaling one column.1

Input fieldMeaning and unitsAccepted input
determinantDeterminantRequired. Finite number.
scaleScaleRequired. Finite number.
Output fieldInterpretationReturned shape
determinantDeterminantRequired. Finite number.
json
{
  "input": {
    "determinant": 6,
    "scale": -2
  },
  "output": {
    "determinant": -12
  }
}

Limitations and assumptions

  • This assumes exactly one column is scaled; no matrix is supplied to verify the operation.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Use a stable factorization for full determinants and a scale-aware numerical analysis for near-singular matrices.

References

  1. Calculation and input contract: matrix/matrix-column-scaling-determinant-factor — tool.io

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