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Matrix Determinant Single Entry Sensitivity Tool

Compute matrix determinant single entry sensitivity from explicit bounded inputs.

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Description

Return minor multiplied by (-1)^(row + column), using nonnegative zero-based indices.

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.

Return minor multiplied by (-1)^(row + column), using nonnegative zero-based indices.

When to use this tool

Use Matrix Determinant Single Entry Sensitivity when you need one determinant identity, sign, or small-matrix diagnostic.

How to use the tool and how it works

  1. Enter minor, row, column. 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 derivative. Use the output convention below.

Return minor multiplied by (-1)^(row + column), using nonnegative zero-based indices.1

Input fieldMeaning and unitsAccepted input
minorMinorRequired. Finite number.
rowRowRequired. Safe integer; minimum 0.
columnColumnRequired. Safe integer; minimum 0.
Output fieldInterpretationReturned shape
derivativeDerivativeRequired. Finite number.
json
{
  "input": {
    "minor": 3,
    "row": 1,
    "column": 2
  },
  "output": {
    "derivative": -3
  }
}

Limitations and assumptions

  • This is determinant sensitivity to one entry when minor is its corresponding deleted-row/column determinant; the minor is supplied rather than computed.
  • 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-determinant-single-entry-sensitivity — tool.io

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