Clairaut's Theorem: Equality of Mixed Partials

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mixed-partials continuity symmetry

Core Idea

If ∂²f/∂x∂y and ∂²f/∂y∂x are continuous at a point, then ∂²f/∂x∂y = ∂²f/∂y∂x. This 'equality of mixed partials' shows that (for most practical functions) the order of differentiation does not matter.

Explainer

From your study of higher-order partial derivatives, you know that after taking a partial derivative of a multivariable function, the result is another function that you can differentiate again. The mixed partial derivatives ∂²f/∂x∂y and ∂²f/∂y∂x both measure how the function curves in both the x and y directions — but they arrive there by a different route. The first differentiates with respect to y first, then x; the second reverses the order. A natural question is whether the route matters.

Clairaut's theorem (also called Schwarz's theorem) says: if both mixed partials exist and are continuous at a point, they are equal there. For the smooth functions that appear in calculus courses — polynomials, exponentials, sines, cosines, and their combinations — continuity of the mixed partials is automatic, so the order of differentiation is irrelevant in practice. As a heuristic: if f is built from standard elementary functions and has no special piecewise behavior, assume the mixed partials commute.

To see why continuity matters, consider the classic counterexample: f(x, y) = xy(x² − y²)/(x² + y²) for (x, y) ≠ (0, 0) and f(0, 0) = 0. Careful computation shows ∂²f/∂x∂y|(0,0) = 1 while ∂²f/∂y∂x|(0,0) = −1. The mixed partials exist but are not equal because the continuity hypothesis fails at the origin. This example shows the theorem is not vacuous — the continuity condition is doing real work.

In practice, Clairaut's theorem means you can choose whichever order of differentiation is algebraically easier. When computing the Hessian matrix (the matrix of all second-order partial derivatives), the off-diagonal entries are mixed partials: H_ij = ∂²f/∂xᵢ∂xⱼ. Clairaut's theorem guarantees H is symmetric for smooth functions, which is a crucial structural fact — symmetric matrices have real eigenvalues, and the signs of those eigenvalues determine whether a critical point is a local min, local max, or saddle point. So this seemingly small commutativity result underpins the second derivative test in multiple dimensions.

Practice Questions 5 questions

Prerequisite Chain

Counting to 10Counting to 20Understanding ZeroThe Number ZeroCounting to FiveOne-to-One CorrespondenceCombining Small Groups Within 5Addition Within 10Addition Within 20Two-Digit Addition Without RegroupingTwo-Digit Addition with RegroupingAddition Within 100Repeated Addition as MultiplicationMultiplication Facts Within 100Division as Equal SharingDivision as Grouping (Measurement Division)Division: Grouping (Repeated Subtraction) ModelDivision: Fair Sharing ModelDivision as Equal SharingDivision as GroupingBasic Division FactsDivision Facts Within 100Two-Digit by One-Digit DivisionDivision with RemaindersRemainders and Quotients in DivisionDivision Word ProblemsIntroduction to Long DivisionFactors and MultiplesPrime and Composite NumbersEquivalent FractionsRelating Fractions and DecimalsDecimal Place ValueIntegers and the Number LineOpposites and Additive InversesAbsolute ValueAdding IntegersSubtracting IntegersMultiplying IntegersDividing IntegersUnit RatesProportionsPercent ConceptConverting Between Fractions, Decimals, and PercentsOperations with Rational NumbersTwo-Step EquationsSolving Multi-Step EquationsEquations with Variables on Both SidesLiteral EquationsSlope-Intercept FormPoint-Slope FormWriting Linear EquationsParallel and Perpendicular Line SlopesGraphing Linear EquationsPiecewise FunctionsOne-Sided LimitsContinuity DefinitionLimit Definition of the DerivativePower RuleConstant Multiple and Sum/Difference RulesProduct RuleChain RuleHigher-Order DerivativesHigher-Order Partial DerivativesClairaut's Theorem: Equality of Mixed Partials

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