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✓ 13 results · all verified · 0 also independently AI-judged
Every result on this page is machine-checked by a proof checker and read in full and owner-audited; the judge is an additional, independent cross-model AI review of the proofs. The 13 not AI-judged were verified by owner audit (typically over a confirmed judge false positive), not failures.

Fubini and Change of Variables: Examples and Counterexamples

1 · Prerequisites

2 · Summary

3 · Logical flowchart

4 · Definitions, theorems and proofs

None yet.

5 · Examples, counterexamples and false statements

ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

An integrable function on the unit square with one Dirichlet section and only one defined order of ordinary iteration

Example

On Q=[0,1]2, define f(x,y)={1,x=12 and y∈Q,0,otherwise. Then f is Riemann integrable with integral 0. Every horizontal section is integrable, but the vertical section at x=1/2 is the Dirichlet function. Hence the x-then-y ordinary iterated integral exists and equals 0, whereas the other ordinary order is not defined.

Facts & Assumptions

Given: The displayed function on the unit square.

[L2]

The published boundedness false statement computes the Dirichlet function's unequal lower and upper Darboux integrals, so boundedness alone does not give integrability (FALSE: every bounded function on [a,b] is Riemann integrable).

[L3]

A bounded function is Riemann integrable when grids make its upper-minus-lower sum arbitrarily small (Riemann's criterion on a nondegenerate rectangle in Rm: integrability is equivalent to arbitrarily small Darboux gaps).

[L4]

Riemann--Fubini distinguishes ordinary iterated integrals from lower/upper completion across exceptional sections (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).

Verification

technique · direct
1.1

Every lower sum of f is 0. Put grid lines immediately to either side of x=1/2 with total intervening width below ε; only cells in that strip can have supremum 1, so the upper sum is below ε. Thus [L3] gives integrability and integral 0.

L3given
2.1

For fixed y, the x-section is either zero or the indicator of the singleton {1/2}, and in both cases its integral is 0. The resulting outer function is zero, so that ordinary iteration exists and equals 0.

step 1.1
3.1

For fixed x≠1/2, the y-section is zero; at x=1/2 it is the Dirichlet function and is nonintegrable by [L2]. Therefore the reverse ordinary iteration is undefined, exactly as [L4] permits despite multiple integrability.

L1L2L4step 2.1∎
CounterexampleConstruction: Literature-sourcedVerification: AI-adaptedprecheck passaudited 2026-08-11Open item page →

One existing iterated integral does not imply multiple Riemann integrability

Statement refuted

False claim. If one ordinary iterated Riemann integral of a bounded function on a rectangle exists, then the function is Riemann integrable on the rectangle.

Facts & Assumptions

Given: On [−1,1]×[0,1], let f(x,y)=x for rational y and f(x,y)=0 for irrational y.

[L1]

Rational and irrational numbers are dense, and the Dirichlet function takes the values 1 and 0 on them respectively (The Dirichlet function 1Q, and Thomae's function t with t(x)=1/q at a rational x=p/q in lowest terms with q≥1 and t(x)=0 at every irrational x).

[L2]

For an integrable function, Riemann--Fubini makes the lower and upper section-integral envelopes integrable with the same multiple integral (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).

Counterexample

technique · direct
1.1

For each fixed y, the x-section is either x↦x or zero; both have integral 0 on [−1,1]. Hence the x-first iterated integral exists and is 0.

given
1.2

For fixed x≠0, density in [L1] makes every lower and upper Darboux sum of the y-section equal to the interval length times min⁡(x,0) and max⁡(x,0) respectively. Thus the section is nonintegrable, and integrating its lower and upper integral functions in x gives −1/2 and 1/2.

L1given
2.1

If f were multiply Riemann integrable, [L2] would force those two envelope integrals to agree. They do not, so f is not Riemann integrable although the iteration in step 1.1 exists. This refutes the claim.

L2step 1.1step 1.2∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

A Riemann-integrable Thomae-type function whose x-sections are nonintegrable at every rational height

Example

Let t:[0,1]→[0,1] be Thomae's function and define f(x,y)=1Q(x)t(y)((x,y)∈[0,1]2). Then f is Riemann integrable with integral 0, although its x-section is nonintegrable at every rational height y. Those exceptional heights are dense and are not a content-zero set. The lower and upper x-section envelopes are nevertheless 0 and t, and both have integral 0.

Facts & Assumptions

Given: The Thomae function t and the displayed product on the unit square.

[L1]

The rationals and irrationals are dense; Thomae's function is positive at a rational in inverse proportion to its least denominator and is zero at every irrational (The Dirichlet function 1Q, and Thomae's function t with t(x)=1/q at a rational x=p/q in lowest terms with q≥1 and t(x)=0 at every irrational x).

[L2]

Product-grid Darboux gaps characterize multidimensional Riemann integrability (Riemann's criterion on a nondegenerate rectangle in Rm: integrability is equivalent to arbitrarily small Darboux gaps).

[L3]

Riemann--Fubini identifies the multiple integral with both lower and upper section-envelope integrals without requiring every section to be integrable (Riemann--Fubini on product rectangles, with lower and upper section integrals and content-zero exceptional sections).

Verification

technique · direct
1.1

Given ε>0, only finitely many reduced rationals have Thomae height at least ε/2. Isolating those points in intervals of total length below ε/2 proves directly that t is Riemann integrable with integral 0; using the same intervals as horizontal strips gives a product-grid Darboux gap below ε for f. Hence [L2] makes f integrable with integral 0.

L1L2
2.1

At rational height y, t(y)>0 and the x-section is a nonzero multiple of the Dirichlet function, hence nonintegrable; at irrational height it is zero. The exceptional rational heights are dense and not content zero: any finite union of closed intervals covering them also covers their closure [0,1] and has total length at least 1. The lower and upper section integrals are 0 and t(y), whose outer integrals both vanish by [L1] and [L3].

L1L3step 1.1algebra
3.1

In the other direction, a rational x gives the section t and an irrational x gives zero; step 1.1 makes every such section integrable with value 0. Hence that ordinary iterated integral is 0, whereas the x-first ordinary iteration is undefined at a dense set of heights.

L1step 1.1step 2.1∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

Fubini computes ∫01∫−11xexp⁡(xy) dx dy by reversing the order

Example

The continuous integrand xexp⁡(xy) satisfies ∫01∫−11xexp⁡(xy) dx dy=e−e−1−2. Reversing the order avoids an awkward antiderivative in x.

Facts & Assumptions

Given: The displayed integral over [−1,1]×[0,1].

[L3]

Exponential values are positive and exp⁡(−1)=exp⁡(1)−1 (The exponential is positive and satisfies exp⁡(−x)=1/exp⁡(x)).

Verification

technique · computation
1.1

By continuity and [L1], reverse the order and integrate in y first. Since ∂yexp⁡(xy)=xexp⁡(xy), [L2] gives ∫01xexp⁡(xy) dy=ex−1, including x=0.

L1L2
2.1

A second application of [L2] gives ∫−11(ex−1) dx=(e−e−1)−2.

L2step 1.1
3.1

Using [L3] for the negative endpoint yields the stated value e−e−1−2.

L3step 2.1∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

A coordinate shear preserves Jordan content by translating every section

Example

Fix i≠j and c∈R. The coordinate shear S(x1,…,xn)=(x1,…,xj+cxi,…,xn) preserves the Jordan content of every bounded Jordan set.

Facts & Assumptions

Given: The displayed shear S and bounded Jordan set E.

[L1]

For a bounded Jordan set whose sections are Jordan measurable outside a content-zero set of parameters, the completed sectional-content function is integrable and its integral is the content of the set (Cavalieri: Jordan content is the integral of sectional contents, and equal sections give equal content).

Verification

technique · direct
1.1

The shear matrix is the identity with one off-diagonal entry c, so its determinant is 1. By [L2] the linear image S(E) is Jordan measurable and cont⁡(S(E))=∣1∣cont⁡(E)=cont⁡(E).

L2given
2.1

Sections show the same thing wherever [L1] applies. Hold all coordinates except xj fixed: the corresponding section of S(E) is the section of E translated by cxi, so its one-dimensional content is unchanged, and for a set whose sections are Jordan outside a content-zero parameter set [L1] integrates these equal values to the same total. This is a second reading of the result and not a second proof of it: a bounded Jordan set need not have Jordan sections outside a content-zero parameter set, so [L1] is not available for an arbitrary E and step 1.1 carries the statement.

L1step 1.1∎
ExampleConstruction: AI-adaptedVerification: AI-adaptedprecheck passaudited 2026-08-11Open item page →

The content of a concrete three-dimensional parallelepiped computed from its spanning matrix

Example

Let v1=(2,0,0),v2=(1,3,0),v3=(0,1,−2). The parallelepiped spanned by these vectors has Jordan content 12.

Facts & Assumptions

Given: The three spanning vectors in the statement.

[L1]

The content of a square-matrix parallelepiped is the absolute value of its determinant (The Jordan content of the parallelepiped spanned by the columns of a square real matrix is the absolute value of its determinant).

[L2]

For a commutative ring R, n≥1, and A=(aij)∈Mn(R), the determinant is the finite signed-permutation sum det⁡(A)=∑σ∈Snsgn⁡(σ)∏i<naσ(i),i (For n≥1, the determinant over a commutative ring by the Leibniz formula, and ∣det⁡A∣ for a real matrix).

Verification

technique · computation
1.1

Put the vectors into the columns of the upper-triangular matrix A=(21003100−2).

given
2.1

The signed-permutation formula [L2] leaves only the diagonal term, so det⁡A=2⋅3⋅(−2)=−12.

L2step 1.1
3.1

By [L1], the content is ∣−12∣=12. Directly, the first two vectors span a base of area 6 in the horizontal plane and the third has perpendicular height 2, again giving 12.

L1step 2.1∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

Polar change of variables on a compact annular sector gives the Jacobian factor r and its area

Example

On K=[1,2]×[π/6,π/3], the polar map P(r,θ)=(rcos⁡θ,rsin⁡θ) is injective with Jacobian factor r. Its annular-sector image has area π/4.

Facts & Assumptions

Given: The polar map and compact parameter rectangle K.

[L1]

Sine and cosine have their standard derivatives and satisfy sin⁡2+cos⁡2=1 (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).

[L2]

Cosine is strictly decreasing on [0,π] (Signs, monotonicity intervals, and ranges of sine and cosine).

[L3]

Compact-Jordan change of variables uses the absolute Jacobian determinant (Change of variables for an injective C1 map on a compact Jordan set).

Verification

technique · computation
1.1

Differentiation and [L1] give DP=(cos⁡θ−rsin⁡θsin⁡θrcos⁡θ),det⁡DP=r.

L1
2.1

Equality of two images first gives equality of radii by [L1], then equality of cosines; [L2] gives equality of angles. The same recovery works on the open neighborhood (1/2,5/2)×(π/12,5π/12), where det⁡DP never vanishes. Thus the compact theorem's neighborhood hypotheses hold.

L1L2step 1.1
3.1

Applying [L3] to the constant-one function and integrating r gives area⁡(P(K))=∫π/6π/3∫12r dr dθ=32⋅π6=π4.

L3step 2.1∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

Cylindrical coordinates have absolute Jacobian determinant r on an injective compact box

Example

The cylindrical-coordinate map C(r,θ,z)=(rcos⁡θ,rsin⁡θ,z) is injective on [1,2]×[π/6,π/3]×[−1,1] and has absolute Jacobian determinant r there.

Facts & Assumptions

Given: The cylindrical map on the displayed parameter box.

[L1]

Sine and cosine have their standard derivatives and satisfy sin⁡2+cos⁡2=1 (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).

[L2]

Cosine is strictly decreasing on [0,π] (Signs, monotonicity intervals, and ranges of sine and cosine).

[L3]

Compact-Jordan change of variables applies on injective boxes with nonzero Jacobian (Change of variables for an injective C1 map on a compact Jordan set).

Verification

technique · computation
1.1

The derivative matrix is block triangular over the polar block, and [L1] gives det⁡DC=det⁡(cos⁡θ−rsin⁡θ0sin⁡θrcos⁡θ0001)=r.

L1
2.1

The third image coordinate recovers z. The first two recover r from their Euclidean norm and then θ from strict cosine monotonicity [L2]. The same recovery works on (1/2,5/2)×(π/12,5π/12)×(−2,2), where r>0, so the map is injective with invertible derivative on an open neighborhood of the compact box.

L1L2step 1.1
3.1

Therefore [L3] applies on this seam-free compact box, and every transformed volume integral carries precisely the factor r.

L3step 2.1∎
ExampleConstruction: Literature-sourcedVerification: Literature-sourcedprecheck passaudited 2026-08-11Open item page →

Spherical coordinates have absolute Jacobian determinant r2sin⁡ϕ away from the axis and angular seam

Example

For S(r,ϕ,θ)=(rsin⁡ϕcos⁡θ,rsin⁡ϕsin⁡θ,rcos⁡ϕ), one has ∣det⁡DS∣=r2sin⁡ϕ on [1,2]×[π/6,π/3]×[π/6,π/3]. The map is injective there, away from both polar axes and the angular seam.

Facts & Assumptions

Given: The spherical map and the compact parameter box in the statement.

[L1]

Sine and cosine have their standard derivatives and satisfy the Pythagorean identity (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).

[L2]

Cosine is strictly decreasing on [0,π], and sine has no zero strictly between 0 and π (Signs, monotonicity intervals, and ranges of sine and cosine, The zero sets of sine and cosine and the least positive common period 2 pi). With [L1], sine is therefore positive on the displayed polar-angle interval.

[L3]

Compact-Jordan change of variables applies to injective C1 maps with invertible derivative (Change of variables for an injective C1 map on a compact Jordan set).

Verification

technique · computation
1.1

Differentiating the three coordinates and expanding by columns, then using [L1], gives det⁡DS=r2sin⁡ϕ. It is positive on the parameter box by [L2].

L1L2
2.1

The image norm recovers r; the quotient of the third coordinate by r recovers ϕ through strict cosine monotonicity; the first two normalized coordinates then recover θ. The same recovery works when both angles range in (π/12,5π/12) and r∈(1/2,5/2), so S is injective with nonzero determinant on an open neighborhood of the compact box.

L1L2step 1.1
3.1

The positive determinant and step 2.1 verify every hypothesis of [L3], so spherical integration on this box carries the factor r2sin⁡ϕ.

L3step 2.1∎
ExampleConstruction: Literature-sourcedVerification: AI-adaptedprecheck passaudited 2026-08-11Open item page →

The hyperspherical-coordinate Jacobian is the standard product of a radial power and sine powers

Example

For n=2, use the polar coordinates x1=rcos⁡θ and x2=rsin⁡θ. For n≥3, write hyperspherical coordinates as x1=rcos⁡ϕ1,xk=r(∏j=1k−1sin⁡ϕj)cos⁡ϕk(2≤k≤n−2),xn−1=r(∏j=1n−2sin⁡ϕj)cos⁡θ,xn=r(∏j=1n−2sin⁡ϕj)sin⁡θ. Its absolute Jacobian determinant is rn−1sin⁡n−2ϕ1sin⁡n−3ϕ2⋯sin⁡ϕn−2. On compact boxes with r>0, every ϕj in a compact subinterval of (0,π), and θ∈[π/6,π/3], the factor is nonzero and the map is injective.

Facts & Assumptions

Given: The displayed coordinate convention in every dimension n≥2.

[L1]

Sine and cosine have their standard derivatives and satisfy sin⁡2+cos⁡2=1 (The derivatives of sine and cosine are cosine and minus sine, Parity and the Pythagorean identity for sine and cosine).

[L2]

The determinant is the finite signed-permutation sum (For n≥1, the determinant over a commutative ring by the Leibniz formula, and ∣det⁡A∣ for a real matrix), and for same-sized finite square matrices over a commutative ring one has det⁡(AB)=det⁡(A)det⁡(B) (For same-sized finite square matrices over a commutative ring, det⁡(AB)=det⁡(A)det⁡(B)).

[L3]

Mathematical induction proves a statement from its base case and induction step (The principle of mathematical induction).

[L4]

Cosine is strictly decreasing on [0,π], and sine vanishes there only at the endpoints (Signs, monotonicity intervals, and ranges of sine and cosine, The zero sets of sine and cosine and the least positive common period 2 pi).

Verification

technique · induction
1.1

For n=2, the formula is the polar determinant r, with the empty product of sine factors equal to 1. Direct differentiation verifies it, while the image norm and strict cosine monotonicity recover the radius and seam-free angle.

L1L4base
1.2

Assume the formula in dimension n. Factor the dimension-(n+1) coordinate map as (r,ϕ1,ξ)⟼(s,ρ,ξ)=(rcos⁡ϕ1,rsin⁡ϕ1,ξ)⟼(s,Φn(ρ,ξ)), where Φn is the dimension-n hyperspherical map in the induction hypothesis.

ihassume-hyp
2.1

By [L1] and [L2], the first map in step 1.2 has a 2×2 Jacobian block of determinant r(cos⁡2ϕ1+sin⁡2ϕ1)=r and an identity block in ξ. The second has a 1×1 identity block and the Jacobian of Φn at radius ρ; [L3] will discharge the induction after this step. The signed-permutation formula gives these block determinants, and multiplicativity with the induction hypothesis gives rρn−1∏j=2n−1sin⁡n−jϕj=rnsin⁡n−1ϕ1∏j=2n−1sin⁡n−jϕj. On the stated boxes, the image norm recovers r, then successive coordinate ratios and strict cosine monotonicity [L4] recover every ϕj, and the final planar pair recovers θ. The sine factors do not vanish, so the map is injective with nonzero determinant. This proves the formula and box claim in dimension n+1, and [L3] completes the induction.

L1L2L3L4step 1.2discharge-induction: base and induction step∎
CounterexampleConstruction: AI-generatedVerification: AI-generatedprecheck passaudited 2026-08-11Open item page →

Polar coordinates on a full closed angular period are not injective and are singular at radius zero

Statement refuted

False claim. The polar map (r,θ)↦(rcos⁡θ,rsin⁡θ) is injective with invertible derivative on every closed rectangle of nonnegative radii and one full angular period.

Facts & Assumptions

Given: The polar map P on [0,1]×[0,2π].

[L2]

Sine and cosine satisfy sin⁡2θ+cos⁡2θ=1 (Parity and the Pythagorean identity for sine and cosine).

Counterexample

technique · direct
1.1

For every r>0, periodicity [L1] gives P(r,0)=P(r,2π) although the two parameter points differ. Thus the two closed seam faces already destroy injectivity.

L1given
2.1

At r=0, every angle maps to the origin, providing infinitely many preimages even away from comparing the seam endpoints.

givenstep 1.1
3.1

Direct differentiation and [L2] give det⁡DP(r,θ)=r. Thus det⁡DP(0,θ)=0, so the derivative is singular along the entire zero-radius edge and the map violates both claimed hypotheses.

L2step 2.1∎
CounterexampleConstruction: AI-generatedVerification: AI-generatedprecheck passaudited 2026-08-11Open item page →

Omitting the absolute value from the Jacobian gives negative length under the reflection x↦1−x

Statement refuted

False claim. In the unoriented change-of-variables formula, one may replace ∣φ′∣ by φ′.

Facts & Assumptions

Given: The reflection φ(x)=1−x on [0,1] and the constant function f=1 on its image.

Counterexample

technique · direct
1.1

The image is [0,1], so its unoriented length integral is ∫011 dy=1.

given
2.1

Since φ′=−1, the proposed un-absolute right side is ∫01(−1) dx=−1, not 1.

givenstep 1.1
3.1

With the required absolute value, [L1] gives ∫01∣−1∣ dx=1. The negative value in step 2.1 instead belongs to the oriented formula [L2], whose image endpoints occur in reverse order. Hence the claim is false.

L1L2step 2.1∎
CounterexampleConstruction: AI-generatedVerification: AI-generatedprecheck passaudited 2026-08-11Open item page →

Dropping injectivity double-counts under x↦x2 on two disjoint intervals

Statement refuted

False claim. The injectivity hypothesis may be removed from compact-Jordan change of variables when the derivative is nonzero everywhere on the domain.

Facts & Assumptions

Counterexample

technique · direct
1.1

The derivative 2x never vanishes anywhere on U, but g(−x)=g(x), so every point of (1,4) has one preimage in each component of K.

L2given
2.1

The image integral is its length, ∫141 dy=3, while the proposed source integral is ∫K∣2x∣ dx=∫−2−1(−2x) dx+∫122x dx=3+3=6.

L2step 1.1
3.1

The mismatch 6≠3 is exact double counting. Thus nonvanishing derivative does not replace injectivity, and [L1]'s hypothesis is essential.

L1step 2.1∎

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