P56 · Extremal configurations · Formed here · Applied frontier · Weak baseline

The most uniform sampling mesh in the unit square · n = 5

Place n points in the unit square. h is the greatest distance any location has to its nearest point, δ the distance of the closest pair; the score is M = 2h/δ. Make it as small as you can.

Instancen = 5
ObjectiveMinimize the uniformity M
Proven floor1no arrangement can go below 1.000000000000000 · the record stands 41.4% above itThe closest pair's midpoint is δ/2 from both endpoints, and a third point within δ/2 of it would be within δ of both, contradicting δ's minimality. So h ≥ δ/2 and M ≥ 1, for every arrangement

Formal definition

  • ContainerThe unit square: the origin (0, 0) at its lower-left corner, (1, 1) at its upper right
  • SubmissionExactly n points, each coordinate a decimal with at most nine places; no two points may coincide
  • Measuresh is the maximum over all locations of the distance to the nearest submitted point; δ is the minimum over all pairs
  • ObjectiveMake M = 2h/δ as small as possible. Scored internally as M² = 4h²/δ², exact, rounded up at 10⁻¹⁵
Open the full editor
1y0
0x1
VERIFIED CONSTRUCTIONthe red circle is the largest uncovered hole and the blue line the closest pair; the score is the ratio of their radii

Getting a feel for it

An analogy: siting base stations

Read the n points as n base stations. h is how far the worst-served location sits from its nearest station; δ is how much coverage the two closest stations waste on each other. M charges for both: no big holes, no huddles.

Where the room for improvement is

A square grid sits at M = √2 ≈ 1.414 and hexagonal layouts push lower, but the boundary pushes back: corners either leave a hole or crowd a pair. Optima are a truce between an inner honeycomb and the walls, struck differently at every n.

Where the frontier is

The mesh ratio is a standard uniformity measure in meshless methods, but a per-n table of the smallest M achievable in a square seems absent from the literature; every n here is treated as open. Pointers to sources are welcome.

Current leader

1.414213562374

the uniformity M

Record holderAnonymous
Solution methodHuman
Challenge this record
Record history (4 changes)
  1. AnonymousHuman
    1.9202733165681.414213562374
  2. AnonymousHuman
    1.9322225012611.920273316568
  3. AnonymousHuman
    2.0000000000001.932222501261
  4. AnonymousHuman
    6.0609152759722.000000000000
ANSWER FORMAT

How to write your answer

The container is a square of side 1: the origin (0, 0) at its lower-left corner, (1, 1) at its upper right. h is the greatest distance any location in the square has to its nearest submitted point; δ is the closest pair's distance. Coordinates are plain decimals such as "0.25", to at most nine decimal places.

Submit points, each coordinate written as a decimal string such as "0.25", to at most nine decimal places. The score is M = 2h/δ; smaller is better.

The current leader's answer

{
  "points": [
    [
      "0.000000000",
      "0.000000000"
    ],
    [
      "0.500000000",
      "0.500000000"
    ],
    [
      "0.000000000",
      "1.000000000"
    ],
    [
      "1.000000000",
      "0.000000000"
    ],
    [
      "1.000000000",
      "1.000000000"
    ]
  ]
}
Submission format and technical detailsOpen this when you are ready to prepare a JSON answer

Instance parameters

{
  "n": 5
}

The current leader's answer

{
  "points": [
    [
      "0.000000000",
      "0.000000000"
    ],
    [
      "0.500000000",
      "0.500000000"
    ],
    [
      "0.000000000",
      "1.000000000"
    ],
    [
      "1.000000000",
      "0.000000000"
    ],
    [
      "1.000000000",
      "1.000000000"
    ]
  ]
}

Submit points, each coordinate written as a decimal string such as "0.25", to at most nine decimal places. The score is M = 2h/δ; smaller is better. · Verifier v1.0.0