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Compactly supported scaled Euclidean bumps
Statement
Assume . For there is a fixed smooth , equal to one on and with support contained in . For , satisfies , where . For every one can instead obtain a smooth bump equal to one on and supported strictly inside .
Facts & Assumptions
Given: Assume . The centre, positive radii with strict ordering, and Euclidean dimension are those of the statement. The bump and scaling constants must be constructed.
The smooth step is zero on the negative half-line and one from one onward. (The standard smooth step function).
The chain rule gives the derivative of a scaled bump. (The chain rule for total derivatives: ).
Invertible linear maps scale Lebesgue measure by their determinant modulus. (A linear map of sends Lebesgue measurable sets to Lebesgue measurable sets, with when is invertible and Lebesgue null when it is not).
Translations preserve Lebesgue measure. (Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation).
Increasing nonnegative approximations converge in integral. (Monotone convergence for the integral).
Proof
For set and . F1 makes this smooth, between zero and one, equal to one for , and zero for . Its support lies in the closed s-ball, a compact subset of the open R-ball. Taking a=0,r=1,s=3/2 defines the fixed b with support inside B_2.
F2 gives . F3 and F4 imply for every nonnegative Borel f: this is first the set-measure identity for indicators, then a finite sum for nonnegative simple f, and finally F5 applied to . Apply it to the continuous compactly supported . Its integral is finite because Db is bounded and vanishes outside a bounded ball. Multiplication by yields as asserted.
Source notes
Hunter, §1.9.1 Theorem 1.29 and Example 1.30, printed p. 12. The strict support margin and exact gradient scaling are computed locally.
Depends on
- The standard smooth step function
- The chain rule for total derivatives: $D(g\circ f)(a)=Dg(f(a))\circ Df(a)$
- Sums, scalar multiples, products and quotients: $(f+g)'(c) = f'(c) + g'(c)$, $(\alpha f)'(c) = \alpha f'(c)$, $(fg)'(c) = f'(c)g(c) + f(c)g'(c)$, and $(f/g)'(c) = \bigl(f'(c)g(c) - f(c)g'(c)\bigr)/g(c)^{2}$ when $g(c) \ne 0$
- A linear map $T$ of $\mathbb{R}^n$ sends Lebesgue measurable sets to Lebesgue measurable sets, with $\lambda_n(T[E])=|\det T|\,\lambda_n(E)$ when $T$ is invertible and $T[E]$ Lebesgue null when it is not
- Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation
- Monotone convergence for the integral
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
Used by
Dependency tree · two levels
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Sources
- Hunter, Notes on Partial Differential Equations (standard reference, not scraped)
- Sung-Jin Oh, Lecture Notes for Math 222A (standard reference, not scraped)