In geometry, the kissing number problem asks for the maximum number
We define
the kissing number in dimension
Dimension
One standard reformulation is in terms of spherical codes. Let
Equivalently (inner-product form), if
| Bound | Reference | Comments |
|---|---|---|
| [Cox1963] | Coxeter’s strongest bound in dimension |
|
| [OS1979] | Improvement attributed to Odlyzko–Sloane (as summarized in the survey literature). [BDM2012-ub-story-d5] | |
| [BV2008], [MV2009] | Semidefinite-programming upper bound recorded as the best “known upper bound” prior to the higher-accuracy SDP computations. | |
| [MV2009] | [MV2009-range-40-44] |
| Bound | Reference | Comments |
|---|---|---|
| Trivial construction via the cross polytope |
||
| [KZ1873] | Achieved by the |
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Conjectural value. It is widely believed that
$\tau_5=40$ , but this has not been proved; the best proved upper bound remains$44$ . [CR2024-appears-40-ub-44] [MV2009-range-40-44] -
Two noncongruent optimal candidates. Besides the
$D_5$ root-system configuration of size$40$ , Leech (1967) constructed a different kissing configuration in$\mathbb{R}^5$ of the same size, not isometric to the$D_5$ configuration. [CR2024-leech-1967]
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[BDM2012] Boyvalenkov, Petko; Dodunekov, Damyan; Musin, Oleg R. A survey on the kissing numbers. Serdica Mathematical Journal 38 (2012), 507–522. Preprint: arXiv:1507.03631. Google Scholar
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[BDM2012-A-n-s-and-tau]
loc: arXiv v1 PDF p.1, L18–L31
quote: “A spherical code is a non-empty finite subset of
$S^{n-1}$ . Important parameters of a spherical code$C \subset S^{n-1}$ are its cardinality$|C|$ , the dimension$n$ (it is convenient to assume that the vectors of$C$ span$\mathbb{R}^n$ ) and the maximal inner product$s(C) = \max\{\langle x, y\rangle : x, y \in C, x \ne y\}$ . The function$A(n, s) = \max\{|C| : \exists C \subset S^{n-1} \text{ with } s(C) \le s\}$ extends$\tau_n$ and it is easy to see that$A(n, 1/2) = \tau_n$ .” -
[BDM2012-ub-story-d5]
loc: arXiv v1 PDF p.6, L32–L35
quote: “Now the first open case is in dimension five, where it is known that
$40 \le \tau_5 \le 44$ (the story of the upper bounds is:$\tau_5 \le L_5(5,1/2) = 48$ ,$\tau_5 \le 46.345$ from [38],$\tau_5 \le 45$ from [5] and$\tau_5 \le 44.998$ from [33]).”
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[BDM2012-A-n-s-and-tau]
loc: arXiv v1 PDF p.1, L18–L31
quote: “A spherical code is a non-empty finite subset of
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[BV2008] Bachoc, Christine; Vallentin, Frank. New upper bounds for kissing numbers from semidefinite programming. (2008). PDF: https://ir.cwi.nl/pub/12655/12655D.pdf. Google Scholar
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[BV2008-def-known-dims]
loc: JAMS PDF p.1, L1–L5
quote: “In geometry, the kissing number problem asks for the maximum number
$\tau_n$ of unit spheres that can simultaneously touch the unit sphere in$n$ -dimensional Euclidean space without pairwise overlapping. The value of$\tau_n$ is only known for$n = 1, 2, 3, 4, 8, 24$ .” -
[BV2008-A-pi3]
loc: JAMS PDF p.2, L7–L11
quote: “$A(n,\theta) = \max\{\mathrm{card}(C): C \subset S^{n-1} \text{ with } c \cdot c' \le \cos\theta \text{ for } c,c' \in C, c \ne c'\}$....The kissing number problem is equivalent to the problem of finding
$A(n,\pi/3)$ .”
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[BV2008-def-known-dims]
loc: JAMS PDF p.1, L1–L5
quote: “In geometry, the kissing number problem asks for the maximum number
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[Cox1963] Coxeter, Harold Scott Macdonald. An upper bound for the number of equal nonoverlapping spheres that can touch another of the same size. In: Proc. Sympos. Pure Math. 7 (1963), 53–71. Google Scholar
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[CR2024] Cohn, Henry; Rajagopal, Sidhant. A modular design for optimal five-dimensional kissing configurations. Preprint (2024). arXiv:2412.00937
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[CR2024-appears-40-ub-44]
loc: arXiv v2 PDF p.3, L4–L6
quote: “The kissing number in five dimensions appears to be
$40$ , although the best upper bound that has been proved is$44$ (from [15]).” -
[CR2024-lb-40-D5]
loc: arXiv v2 PDF p.3, L5–L10
quote: “The first construction achieving
$40$ is implicit in Korkine and Zolotareff’s 1873 paper [9], where they constructed the$D_5$ root lattice. Its root system achieves a kissing number of$40$ as the permutations of the points$(\pm 1, \pm 1, 0, 0, 0)$ ; these points form a kissing configuration because they each have squared norm$2$ and the inner product between distinct points is always at most$1$ .” -
[CR2024-leech-1967]
loc: arXiv v2 PDF p.3, L11–L12
quote: “In 1967, Leech [11] constructed a different kissing configuration of the same size, not isometric to the
$D_5$ root system.”
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[CR2024-appears-40-ub-44]
loc: arXiv v2 PDF p.3, L4–L6
quote: “The kissing number in five dimensions appears to be
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[KZ1873] Korkine, Aleksandr; Zolotareff, G. Sur les formes quadratiques. Mathematische Annalen 6 (1873), no. 3, 366–389. Publisher: Springer-Verlag Berlin/Heidelberg. Google Scholar
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[Leech1967] Leech, John. Five dimensional non-lattice sphere packings. Canadian Mathematical Bulletin 10 (1967), no. 3, 387–393. Publisher: Cambridge University Press. Google Scholar
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[MV2009] Mittelmann, Hans D.; Vallentin, Frank. High-accuracy semidefinite programming bounds for kissing numbers. Experimental Mathematics 19 (2010), no. 2, 175–179. Publisher: Taylor & Francis. Preprint: arXiv:0902.1105
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[OS1979] Odlyzko, A. M.; Sloane, N. J. A. New bounds on the number of unit spheres that can touch a unit sphere in $n$ dimensions. Journal of Combinatorial Theory, Series A 26 (1979), 210–214. Google Scholar
Prepared with assistance from ChatGPT 5.2 Pro.