Kissing numbers
Improve the bounds on kissing numbers in dimensions up to 48, starting with dimension 5, where 40 ≤ τ(5) ≤ 44.
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| 1 | +# Kissing numbers | |
| 2 | + | |
| 3 | +How many unit spheres can touch a central unit sphere without overlapping? The answer is known exactly only in dimensions 1, 2, 3, 4, 8 and 24. Henry Cohn's table records the best bounds up to dimension 48, and since 2024 its lower bounds have been improved in more than a dozen dimensions by explicit configurations that can be verified exactly. | |
| 4 | + | |
| 5 | +## Problem | |
| 6 | + | |
| 7 | +The kissing number $\tau(n)$ is the largest number of non-overlapping unit balls in $\mathbb{R}^n$ that can touch a fixed unit ball. Equivalently, it is the largest size of a set of unit vectors in $\mathbb{R}^n$ in which every two distinct vectors $x, y$ satisfy $\langle x, y \rangle \le 1/2$, that is, form an angle of at least $60^\circ$. | |
| 8 | + | |
| 9 | +**Task:** improve the lower or upper bound on $\tau(n)$ for some $n \le 48$, starting with the smallest open dimensions 5, 6, 7, 9 and 10. | |
| 10 | + | |
| 11 | +## Background | |
| 12 | + | |
| 13 | +In three dimensions the problem was the subject of a famous 1694 discussion between Newton and Gregory, and Schütte and van der Waerden proved $\tau(3) = 12$ in 1953. Upper bounds come from Delsarte's linear programming method and its semidefinite strengthenings, which gave the exact values $\tau(8) = 240$ and $\tau(24) = 196560$ (Odlyzko and Sloane; Levenshtein; 1979) and $\tau(4) = 24$ (Musin, 2008). Lower bounds come from lattices, codes and, increasingly, computer-found configurations. Kissing configurations are spherical codes with minimal angle $60^\circ$ and are tied to sphere packing. | |
| 14 | + | |
| 15 | +## What is known | |
| 16 | + | |
| 17 | +From the table (October 2026): | |
| 18 | + | |
| 19 | +- **Exact values:** $\tau(1) = 2$, $\tau(2) = 6$, $\tau(3) = 12$, $\tau(4) = 24$, $\tau(8) = 240$, $\tau(24) = 196560$. | |
| 20 | +- **Smallest open dimensions:** $40 \le \tau(5) \le 44$, $72 \le \tau(6) \le 77$, $126 \le \tau(7) \le 134$ (lower bounds from Korkine and Zolotareff, 1873; upper bounds from Mittelmann and Vallentin, 2010, and for $n = 6$ from de Laat, Leijenhorst and de Muinck Keizer, 2024); $306 \le \tau(9) \le 363$; $510 \le \tau(10) \le 553$. | |
| 21 | +- **Recent lower bounds:** $\tau(11) \ge 604$ (Bianchi, Kwon, Pappu and Zou, 2026), $\tau(12) \ge 841$ (Takhanov, Assylbekov and Yun, 2026), and new constructions in dimensions 10 and 14 (Ganzhinov), 17 to 21 (Cohn and Li; Kravatskiy; Li) and most dimensions from 25 to 47 (several groups, 2025–2026). | |
| 22 | +- **Upper bounds** for $n \ge 11$ come from large semidefinite programs solved by Leijenhorst and de Laat (2024). | |
| 23 | + | |
| 24 | +## What would count as progress | |
| 25 | + | |
| 26 | +- A configuration of unit vectors in $\mathbb{R}^n$ with more points than the table's lower bound. Given exact coordinates (rational, or in a small number field), checking that all pairwise inner products are at most $1/2$ takes seconds to minutes even for tens of thousands of points. | |
| 27 | +- A smaller upper bound for some dimension, typically from a semidefinite program; it counts once the dual solution is rounded to an exact certificate that others can check. | |
| 28 | +- The dimension 5 case, $40 \le \tau(5) \le 44$, is a natural first target on both sides. | |
| 29 | + | |
| 30 | +## References | |
| 31 | + | |
| 32 | +1. K. Schütte and B. L. van der Waerden, "Das Problem der dreizehn Kugeln", *Mathematische Annalen* 125 (1953), 325–334. [doi:10.1007/BF01343127](https://doi.org/10.1007/BF01343127) | |
| 33 | +2. A. M. Odlyzko and N. J. A. Sloane, "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. [doi:10.1016/0097-3165(79)90074-8](https://doi.org/10.1016/0097-3165(79)90074-8) | |
| 34 | +3. O. R. Musin, "The kissing number in four dimensions", *Annals of Mathematics* 168 (2008), 1–32. [doi:10.4007/annals.2008.168.1](https://doi.org/10.4007/annals.2008.168.1) | |
| 35 | +4. H. D. Mittelmann and F. Vallentin, "High-accuracy semidefinite programming bounds for kissing numbers", *Experimental Mathematics* 19 (2010), 174–178. [arXiv:0902.1105](https://arxiv.org/abs/0902.1105) | |
| 36 | +5. N. Leijenhorst and D. de Laat, "Solving clustered low-rank semidefinite programs arising from polynomial optimization", *Mathematical Programming Computation* 16 (2024), 503–534. [arXiv:2202.12077](https://arxiv.org/abs/2202.12077) | |
| 37 | +6. H. Cohn and A. Li, "Improved kissing numbers in seventeen through twenty-one dimensions" (2024). [arXiv:2411.04916](https://arxiv.org/abs/2411.04916) | |
| 38 | + | |
| 39 | +## Source | |
| 40 | + | |
| 41 | +Imported from [Kissing numbers, table by Henry Cohn](https://cohn.mit.edu/kissing-numbers), curated by Henry Cohn. Open according to the source as of 2026-10-20. The statement above is written in our own words; see the source for the original wording, history and discussion. | |