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Successive-minima volume deformation and collision avoidance
Statement
Assume the Axiom of Choice (The Axiom of Choice). Let be compact, convex, centrally symmetric with nonempty interior, let be a full lattice, let be the successive minima of with respect to (Successive minima of a convex body), and let be an adapted basis as in clause 2 of Attained successive minima and adapted flag. Put and , and write for the coordinates of in the real basis . For and let
be the slice of through parallel to ; define and, for , let be the centroid of , that is the mean vector of with respect to -dimensional Lebesgue measure on its affine hull. Define
Then:
- each is Borel, its -th coordinate equals for , and for its -th coordinate is a Borel function of alone;
- is Borel and odd, and in coordinates for Borel functions ;
- ;
- no two distinct points of differ by an element of , and .
Convexity of the image is not asserted.
Facts & Assumptions
Given: The Axiom of Choice, a compact convex centrally symmetric body with nonempty interior, a full lattice , the successive minima , an adapted basis , and .
The Axiom of Choice gives the Axiom of Countable Choice (AC implies DC implies countable choice), which discharges the Countable Choice hypotheses of the product-measure fact [F4] and of the volume-scaling fact [F6], invoked in steps 5.1 and 2.2 respectively; the triangular map fact [F3] is applied under the Axiom of Choice assumed in the statement, and the only arbitrary pick below is the single point fixed in step 2.2, which requires no choice principle.
, , for , and is compact and convex for every (Successive minima of a convex body).
are linearly independent vectors of with , , and (Attained successive minima and adapted flag).
A triangular Borel map with and Borel is a Borel bijection of with Borel inverse, sends Borel sets to Borel sets, and for every Borel (Triangular Borel maps scale Euclidean volume).
Tonelli: for product-measurable the partial integrals are measurable, and iterated integrals agree (Tonelli's theorem for nonnegative measurable functions on a sigma-finite product); the product measure agrees with Lebesgue measure on Borel sets (On Borel subsets of R^{m+n}, the product lambda_m times lambda_n agrees with lambda_{m+n}). For a signed first-moment integrand, apply Tonelli separately to its positive and negative parts; for the compact set in step 5.1 both parts have bounded support and finite integrals.
If is nonempty, compact and convex in an affine subspace of dimension , and has positive -dimensional relative volume, its centroid with respect to relative Lebesgue measure on lies in . Indeed, choose an affine isometry and put ; relative measure and centroids correspond to ordinary Lebesgue measure and centroids on . Its coordinate functions are integrable because is compact. If its centroid were outside the closed convex set , strict separation would give and with for every (A point outside a nonempty closed convex set is strictly separated from it, Integrable real and complex functions, and their integrals), while linearity of the integral gives , a contradiction (The Lebesgue integral is linear on ).
Translations and nonzero dilations of Lebesgue measurable sets are measurable and satisfy , ; invertible linear images satisfy (Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation, For a nonzero real , dilation by multiplies Lebesgue outer measure by , and reflection in the origin preserves it, A linear map of sends Lebesgue measurable sets to Lebesgue measurable sets, with when is invertible and Lebesgue null when it is not).
For a measure and measurable sets one has : this follows from countable additivity by writing (Measures on sigma-algebras).
is convex and closed, , , and the interior of a convex set is convex; if , and , then , because for some and convexity gives (A convex subset of contains every line segment between two of its points).
Proof
The vectors form a real basis by [F2], so is a well-defined coordinate representation; is an invertible linear map.
is open, convex, nonempty, bounded and symmetric (), and ; also for every .
(Collision avoidance.) Let be distinct with , and put . Let be the largest index with .
(No nonzero lattice point in the image.) Let , say with , and suppose ; let be the largest index with .
For and the slice of the statement is compact and convex (an intersection of the convex set with the affine subspace ), it contains , and it has positive -dimensional volume: for some , and the relative ball lies in . For , .
(The interior has the same volume as the body.) Fix and put for ; every scale is positive. Each is compact and convex, and by [F8]. To see the sequence is increasing, for set ; then , so . For every , the points tend to , so for all sufficiently large openness of gives and . Thus , and [F7] and [F6] give ; the Countable Choice hypothesis of [F6] is supplied by [A1].
By [F5] applied to the compact convex slice , its centroid lies in ; in particular .
For one has whenever ; hence the -th coordinate of equals for , and for the integral defining that coordinate is taken over the fibre of over , so it depends only on those coordinates.
is odd: maps onto and onto . On the affine hull of each slice this reflection is an affine isometry whose linear part has determinant of absolute value , so it preserves relative Lebesgue measure by [F6]. Changing variables in the centroid integral therefore gives . This uses the paired-slice identity and does not require an individual slice to be symmetric.
(Borelness of the centroids.) In the coordinate model of step 1.1 write , which is compact because is a homeomorphism, and write . Fix and split with and . The functions and are Borel by Tonelli [F4], with the signed moment split into positive and negative parts; compactness of makes their supports bounded. Let be the matrix with columns . The restriction of to the first coordinates scales intrinsic fibre measure by the constant , independent of . Thus this factor cancels in the centroid ratios, and for the -th coordinate of in the -basis is . The projection of the open set to the -coordinates is open, and there by step 2.1. Hence these ratios are Borel on that open set; extending them by outside gives globally Borel functions of .
is odd, because each is odd by step 4.2; in particular .
For the coordinates and agree, so by step 4.1; hence and with .
Define for . In coordinates, for fixed the coordinates of with index depend only on by step 4.1, while for the -th coordinate of equals ; hence , where is Borel by step 5.1.
Here by step 1.2, and for by step 3.1 and [F8]. The weights are nonnegative and sum to , with positive first weight on the interior point . Repeated application of [F8] (or induction on the finite number of terms) puts the convex combination in , that is by step 1.2.
By steps 6.1 and 5.2 and [F3] applied with to the Borel set , the image is Borel and the conjugate satisfies ; conjugating by the invertible linear map and using [F6] gives .
The -coordinate of is : for the -coordinate of is by step 4.1. Every vector in either or has zero -coordinate, so lies in neither span.
Since by step 5.2 and with by step 4.2, the same computation as steps 5.3 and 6.2 with gives , and the -coordinate of is .
Combining steps 7.1 and 2.2 gives , which is clause 3.
But , so clause 3 of [F2] forces , contradicting step 7.2. Hence no two distinct points of differ by an element of .
Again clause 3 of [F2] would put in , contradicting the nonzero -coordinate. Hence , and since the only lattice point of is , which is clause 4 together with step 8.2.
Clause 1 is step 4.1 with step 5.1, clause 2 is steps 6.1 and 5.2, clause 3 is step 8.1, and clause 4 is steps 8.2 and 9.1.
Depends on
- Successive minima of a convex body
- Attained successive minima and adapted flag
- Triangular Borel maps scale Euclidean volume
- A convex subset of $\mathbb{R}^m$ contains every line segment between two of its points
- Integrable real and complex functions, and their integrals
- A point outside a nonempty closed convex set is strictly separated from it
- The Lebesgue integral is linear on $L^1(\mu)$
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- On Borel subsets of R^{m+n}, the product lambda_m times lambda_n agrees with lambda_{m+n}
- 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
- For a nonzero real $c$, dilation by $c$ multiplies Lebesgue outer measure by $|c|^n$, and reflection in the origin preserves it
- Lebesgue outer measure, Lebesgue measurability and Lebesgue measure are unchanged by translation
- Measures on sigma-algebras
- Full Euclidean lattice and covolume
- AC implies DC implies countable choice
- The Axiom of Choice
Used by
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Sources
- Ben Green, Additive Combinatorics, Lecture 3 §3.7 (standard reference, not scraped)
- Martin Henk, Successive Minima and Lattice Points (standard reference, not scraped)