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Matrix 2x2 Orthogonal Column Residual Tool

Compute matrix 2x2 orthogonal column residual from explicit bounded inputs.

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Description

Return column dot product ab + cd and squared-norm residuals a² + c² - 1 and b² + d² - 1 for the matrix [[a,b],[c,d]].

Row margins, entry thresholds, and small-matrix criteria summarize specific algebraic conditions. They do not automatically establish a larger matrix's conditioning or spectrum.

Return column dot product ab + cd and squared-norm residuals a² + c² - 1 and b² + d² - 1 for the matrix [[a,b],[c,d]].

When to use this tool

Use Matrix 2x2 Orthogonal Column Residual when you need one explicitly scoped matrix bound or residual.

How to use the tool and how it works

  1. Enter a, b, c, d. 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 dot, firstNormResidual, secondNormResidual. Use the output convention below.

Return column dot product ab + cd and squared-norm residuals a² + c² - 1 and b² + d² - 1 for the matrix [[a,b],[c,d]].1

Input fieldMeaning and unitsAccepted input
aARequired. Finite number.
bBRequired. Finite number.
cCRequired. Finite number.
dDRequired. Finite number.
Output fieldInterpretationReturned shape
dotDotRequired. Finite number.
firstNormResidualFirst Norm ResidualRequired. Finite number.
secondNormResidualSecond Norm ResidualRequired. Finite number.
json
{
  "input": {
    "a": 1,
    "b": 0,
    "c": 0,
    "d": 1
  },
  "output": {
    "dot": 0,
    "firstNormResidual": 0,
    "secondNormResidual": 0
  }
}

Limitations and assumptions

  • Residuals are numeric diagnostics without an acceptance tolerance; no Boolean orthogonality verdict is returned.
  • 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 the complete matrix and a suitable numerical tolerance or factorization for a global property test.

References

  1. Calculation and input contract: matrix/matrix-2x2-orthogonal-column-residual — tool.io

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