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Derivative of the quadrant modification
Statement
Assume the Axiom of Countable Choice. Under the dominated-kernel hypotheses and definitions of the quadrant-modification lemma, assume and are continuous in induced norm. Then is continuously differentiable and .
For an -valued curve , continuity in induced norm means that for every and there exists such that whenever . Its derivative means that as the nonzero real number tends to zero. Continuously differentiable means that this derivative exists at every real and that is continuous in the same sense.
Facts & Assumptions
Use the quadrant-modification supplier's spaces , induced norm, product-measurable kernel , Lebesgue measure, envelope and absolutely convergent maps . All map integrals agree with their finite matrix-unit coordinate integrals. Bounded quadrant modification and generator norms
On sigma-finite measure spaces, a nonnegative product-measurable function has measurable section integrals, and its product and both iterated integrals agree, including before finiteness is known. Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
On sigma-finite measure spaces, a complex product-measurable function with integrable absolute value has equal product and iterated integrals, using integrable section-integral representatives and the usual almost-everywhere convention. Fubini's theorem for L¹ functions on a sigma-finite product
Complex functions form a vector space and their integral is linear; for ; the nonnegative integral is monotone and homogeneous for nonnegative scalars. Apply these scalar results to the coordinates of maps. The Lebesgue integral is linear on L¹(μ) The modulus of an integral is bounded by the integral of the modulus Monotonicity and nonnegative homogeneity of the nonnegative integral
Assume the Axiom of Countable Choice. Under this hypothesis, the box-measure theorem with makes every bounded interval with endpoints , with any endpoint convention, Lebesgue measurable of measure . In particular for positive integers and for every real . The Axiom of Countable Choice (AC_ω) A box in ℝⁿ with parameters aᵢ≤ bᵢ is Lebesgue measurable of measure ∏_i<n(bᵢ-aᵢ), whichever of its faces are included
The simple-integral definition and its agreement with the nonnegative integral give for every measurable set . A nonnegative measurable function has integral zero over a measurable null set. These statements apply both to and to its product measure. The integral of a nonnegative simple function The nonnegative integral agrees with the simple integral on simple functions A nonnegative integral over a null set vanishes
Assume Countable Choice. If are open, is a diffeomorphism and , then . We use only affine bijections of the real line with slopes or , whose inverses are affine and whose derivatives and inverse derivatives are constant, so the Jacobian modulus is . Change of variables for integrable functions
Proof
Given: Countable Choice, the stated kernel, spaces and continuous . Goal: Differentiate in induced norm.
Put , so . For a matrix unit , the coordinate satisfies , because and every matrix entry is bounded by the spectral norm. Conversely, let . Then and , so . There are such coordinates. The coordinate-swap map is measurable on the product sigma-algebra (inverse images of rectangles are rectangles), hence , its coordinates and its norm are product-measurable. Apply [F7] to with the affine maps and . Both transformed integrals equal ; thus for every , . The same bound holds for the other section orientation by these same two substitutions.
By [F5], the intervals of finite measure cover , so both Lebesgue spaces are sigma-finite. For a fixed , the sets and are product-measurable. Tonelli [F2] applied to their indicators, integrating first in the singleton coordinate, gives product measure zero: each inner integral is by [F5] and [F6], and the outer integral of the zero function is zero by [F4]. This avoids multiplying zero by infinite measure. By [F6], the integral of over either line is zero; the coordinate bound in step 1.1 and [F4] then show that every coordinate integral over either line is zero. The same holds over finite unions of these lines by splitting into disjoint measurable pieces. Also [F5] and [F6] give for every interval with finite endpoints , independently of its endpoint convention; [F4] supplies the corresponding constant-integrand formulas.
Put . By [F7] and scalar linearity [F4], is measurable and integrable with . Applying [F7] to the integrable function with reflection, and splitting its first moment by [F4], gives . Fix and set . For each , apply [F7] with to the integrable function to obtain . Since , Tonelli [F2] applied to the product-measurable function yields . The last equality uses the constant-integrand formula of step 2.1. Apply [F2] also to , which is product-measurable by step 1.1. Its product integral is finite by the preceding iterated bound. Each coordinate of is therefore absolutely product-integrable. Its actual inner section integrals are finite at every parameter by step 1.1 and measurable by applying [F2] to the positive and negative real and imaginary coordinate parts. Thus [F3] identifies their product and iterated integrals, and the definition of in [F1] gives coordinatewise for every . This derives the needed quadrant identity locally.
Fix and put . Use the sigma-finiteness and interval-integral formulas from step 2.1. Apply [F2] to the product-measurable function ; step 1.1 and monotonicity give . Thus each coordinate of restricted to this strip, its measurable subsets, and the square has integrable absolute value. The quadrant restrictions are also absolutely integrable by step 3.1. Apply [F3] coordinatewise on these regions whenever changing integration order. Every section needed here is integrable by step 1.1; [F2] applied to the positive and negative parts of its real and imaginary coordinates gives measurable actual section integrals. Thus the almost-everywhere convention in [F3] does not affect the outer integrals or substitute for any fixed-time marginal.
Write and , interpreted coordinatewise. Use the locally derived product-integral identity in step 3.1. Subtract the absolutely convergent quadrant integrals and split their indicators using [F4]. Up to null boundary lines, the gained region is and the lost region is . Consequently , where antisymmetry changes the second minus sign to plus. The square integral equals by [F3] and antisymmetry, so . Adding it gives . Every split and change of order is among the integrable restrictions established in step 4.1; step 2.1 supplies the zero product measures and zero coordinate integrals of all boundary lines.
By the definitions in [F1] and scalar linearity [F4], for every . Put . For each and , choose a continuity radius for each of with tolerance and take their minimum. The triangle inequality gives within this radius, so is continuous in the sense defined in the Statement. Step 5.1 gives for every . Therefore for every nonzero real , , with when . All these integrals are coordinate integrals of integrable functions; the interval-integral formula in step 2.1 gives for the constant term, with the stated orientation when .
Fix and . Continuity of gives such that whenever . If , each coordinate of the last expression in step 6.1 has modulus at most by [F4], the coordinate bound in step 1.1 and the interval-integral formula in step 2.1. Summing the coordinate estimates gives . This proves the two-sided derivative at every ; it is continuous since is continuous.
Depends on
- Bounded quadrant modification and generator norms
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- Fubini's theorem for L¹ functions on a sigma-finite product
- The Lebesgue integral is linear on L¹(μ)
- The modulus of an integral is bounded by the integral of the modulus
- Monotonicity and nonnegative homogeneity of the nonnegative integral
- The Axiom of Countable Choice (AC_ω)
- A box in ℝⁿ with parameters aᵢ≤ bᵢ is Lebesgue measurable of measure ∏_i<n(bᵢ-aᵢ), whichever of its faces are included
- The integral of a nonnegative simple function
- The nonnegative integral agrees with the simple integral on simple functions
- A nonnegative integral over a null set vanishes
- A C¹ diffeomorphism satisfies the change-of-variables formula for L¹ functions
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