Riesz 2-energy in a square
Also known asRiesz energyRiesz s-energyminimum energy point configuration
Place n points in the unit square so as to minimize the sum of 1/distance² over all pairs.
Formal definition
- ContainerThe unit square of side 1, with lower-left corner at (0, 0) and upper-right corner at (1, 1)
- SubmissionExactly n distinct points
- ConstraintsEvery point lies inside the container or on its boundary
- EnergyE₂(P) is the Riesz 2-energy of P
- ScoreThe verifier rounds each pair's energy upward to the 10⁻⁹ grid before summing, and displays score(P)/10⁹
- ObjectiveMinimize score(P), which approximates E₂(P) with an upward rounding error of at most 10⁻⁹ per pair
Getting a feel for it
Structural features
Because 1/distance² strongly repels nearby points, small point sets are pushed entirely onto the boundary; as n grows, points organize into concentric interior shells. The number of shells and the population of each shell change abruptly at specific values of n.
Known results
For the general theory of pairwise 1/r² energy, including asymptotics and point separation, see Borodachov, Hardin, and Saff, Discrete Energy on Rectifiable Sets (2019). No published table of per-n optima exists for the unit square, and every instance here is open.
SourceCurrent best solutions by n
Each parameter n is an independently scored sub-problem. Select any card to inspect the current record construction or submit a stronger solution.
Discussion (1) ↓Data and citation
All sub-problems in this family — authoritative scores, proof status, coordinates, and sources — are published at the stable URL below under CC BY 4.0. Because scores update as records fall, please cite the file's generatedAt timestamp.
GET https://minmaxarena.com/data/riesz-energy-in-a-square.json
Cite the frozen 2026-10 edition: live records change, whereas a frozen edition stays fixed and reproducible.
GET https://minmaxarena.com/data/editions/2026-10/riesz-energy-in-a-square.json
BibTeX (click to copy)
@misc{minmaxarena-riesz-energy-in-a-square-2026-10,
title = {{Riesz 2-energy in a square} (P33)},
author = {{MinMax Arena}},
year = {2026},
note = {Machine-verified records, 2026-10 edition},
url = {https://minmaxarena.com/data/editions/2026-10/riesz-energy-in-a-square.json},
license = {CC BY 4.0}
}Discussion
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