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Chain Rule Three Stage Local Product Tool

Calculate chain rule three stage local product from explicit caller-supplied inputs.

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Description

Return a three-stage scalar chain-rule derivative.

Differential-calculus formulas relate supplied local values and derivatives under explicit coordinate and unit conventions. A tangent term, curvature expression or directional derivative assumes the required differentiability and regularity; substituting numerical derivatives does not verify those hypotheses for an actual function.

Return a three-stage scalar chain-rule derivative.

When to use this tool

Use Chain Rule Three Stage Local Product when evaluating the stated local differential-calculus identity from supplied values.

How to use the tool and how it works

  1. Enter outerDerivative, middleDerivative, innerDerivative. 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 a three-stage scalar chain-rule derivative. derivative = outerDerivative*middleDerivative*innerDerivative.1

Input fieldMeaning and unitsAccepted input
outerDerivativeOuter DerivativeRequired. Finite number.
middleDerivativeMiddle DerivativeRequired. Finite number.
innerDerivativeInner DerivativeRequired. Finite number.
Output fieldInterpretationReturned shape
derivativeDerivativeRequired. Finite number.
json
{
  "input": {
    "outerDerivative": 2,
    "middleDerivative": -3,
    "innerDerivative": 4
  },
  "output": {
    "derivative": -24
  }
}

Limitations and assumptions

  • Each derivative must refer to the corresponding composed input at the same compatible evaluation point; no functions are differentiated.
  • 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

Differentiate or validate the complete function and its domain first; use suitable symbolic or numerical methods and check regularity and coordinate conventions for the intended interpretation.

References

  1. Calculation and input contract: calculus/chain-rule-three-stage-local-product — tool.io

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