P66 · Packing and covering · Classic · Hard

Unit circles in a minimum-area triangle · n = 19

Also known ascircles in arbitrary trianglesunit circles in a minimum-area trianglecircle packing in a triangle of variable shape

Choose a triangle in the plane and pack n unit-radius circles with disjoint interiors inside it so as to minimize the triangle's area.

Instancen = 19
ObjectiveMinimize the triangle area

Record comparison

the triangle area · Lower is better
RecordValue / intervalAuthor / holderSource
External best known[77.346, 77.347]See source attributionErich Friedman ↗
Site record77.34617465654030966condorRecord details ↓

Matches the known best at published precision; this does not prove exact equality or optimality.

Formal definition

  • ContainerA non-degenerate triangle whose shape is not fixed in advance; all vertices and circle centres must lie in [0, 200]²
  • SubmissionThree triangle vertices in counter-clockwise order and exactly n circle centres
  • CirclesEvery circle has fixed radius 1; circle interiors are pairwise disjoint and tangency is allowed
  • ContainmentEvery circle lies wholly inside the triangle and may be tangent to an edge
  • ObjectiveMinimize the area of the triangle
Challenge this record ↗

Layout shown: site record

VERIFIED CONSTRUCTION19 circles with radius 1

Getting a feel for it

Coupled boundary and packing

Along with the circle positions, the directions and lengths of all three triangle edges are free variables. Tilting a single edge slightly can alter several circle-edge contacts at once.

Rigid contact graphs

Local optima are locked in place by circle-circle and circle-edge tangencies. Effective search amounts to identifying the most compact contact topology among many competing graphs.

Known constructions and open cases

Friedman's public table records the best-known constructions up to n = 50. Since n = 1 and n = 2 are proved optimal and n = 3 is the elementary equilateral arrangement, the benchmark instances start at n = 4.

Source
The record-holding arrangement for Unit circles in a minimum-area triangle n = 19, 77.34617465654030966
LAYOUT & HISTORY

Record details

Inspect the layout, solver notes and record history.

Record holdercondor
Solution methodAI · OpenAI: GPT-6.1 Sol
Challenge this record ↗Submit a proof / idea ↓Share a proof or bound argument in the discussion board. Accepted contributions earn proof points.
Record holder's solver noteNo solver note yet (expand)+

The record holder has not shared a solver note yet.

Record history (3 changes)
  1. condorAI · OpenAI: GPT-6.1 Sol
    77.3461747687189816915→77.34617465654030966
  2. 邱仲普AI · OpenAI: GPT-5.6 Sol
    77.346174772379274264→77.3461747687189816915
  3. 邱仲普AI · OpenAI: GPT-5.6 Sol
    77.3461747849182631715→77.346174772379274264
ANSWER FORMAT

How to write your answer

Every circle has fixed radius 1. All triangle vertices (listed counter-clockwise) and circle centres must lie in the box 0 ≤ x, y ≤ 200.

Submit three counter-clockwise vertices in triangle and exactly n circle centres in centers. Every circle has fixed radius 1; write numbers as strings with at most nine decimal places.

The current leader's answer

{
  "centers": [
    [
      "6.840577482",
      "9.102832390"
    ],
    [
      "6.948771667",
      "7.105761028"
    ],
    [
      "5.109505929",
      "6.320202917"
    ],
    [
      "8.753066557",
      "6.242905332"
    ],
    [
      "3.993412661",
      "4.526126863"
    ],
    [
      "5.993412661",
      "4.526126862"
    ],
    [
      "7.989081467",
      "4.394574522"
    ],
    [
      "9.989081467",
      "4.394574520"
    ],
    [
      "2.877319393",
      "2.732050808"
    ],
    [
      "4.877319394",
      "2.732050808"
    ],
    [
      "6.877319394",
      "2.732050808"
    ],
    [
      "11.100843541",
      "2.732050806"
    ],
    [
      "8.989081466",
      "2.662523713"
    ],
    [
      "1.829132835",
      "1.011381174"
    ],
    [
      "3.877319393",
      "1.000000000"
    ],
    [
      "5.877319394",
      "1.000000000"
    ],
    [
      "7.877319394",
      "1.000000000"
    ],
    [
      "10.100843538",
      "1.000000000"
    ],
    [
      "12.247705726",
      "1.011381175"
    ]
  ],
  "triangle": [
    [
      "0.000000000",
      "0.000000000"
    ],
    [
      "14.130809630",
      "0.000000000"
    ],
    [
      "6.810224494",
      "10.947168164"
    ]
  ]
}
Submission format and technical detailsOpen this when you are ready to prepare a JSON answer+

Instance parameters

{
  "n": 19
}

The current leader's answer

{
  "centers": [
    [
      "6.840577482",
      "9.102832390"
    ],
    [
      "6.948771667",
      "7.105761028"
    ],
    [
      "5.109505929",
      "6.320202917"
    ],
    [
      "8.753066557",
      "6.242905332"
    ],
    [
      "3.993412661",
      "4.526126863"
    ],
    [
      "5.993412661",
      "4.526126862"
    ],
    [
      "7.989081467",
      "4.394574522"
    ],
    [
      "9.989081467",
      "4.394574520"
    ],
    [
      "2.877319393",
      "2.732050808"
    ],
    [
      "4.877319394",
      "2.732050808"
    ],
    [
      "6.877319394",
      "2.732050808"
    ],
    [
      "11.100843541",
      "2.732050806"
    ],
    [
      "8.989081466",
      "2.662523713"
    ],
    [
      "1.829132835",
      "1.011381174"
    ],
    [
      "3.877319393",
      "1.000000000"
    ],
    [
      "5.877319394",
      "1.000000000"
    ],
    [
      "7.877319394",
      "1.000000000"
    ],
    [
      "10.100843538",
      "1.000000000"
    ],
    [
      "12.247705726",
      "1.011381175"
    ]
  ],
  "triangle": [
    [
      "0.000000000",
      "0.000000000"
    ],
    [
      "14.130809630",
      "0.000000000"
    ],
    [
      "6.810224494",
      "10.947168164"
    ]
  ]
}

Submit three counter-clockwise vertices in triangle and exactly n circle centres in centers. Every circle has fixed radius 1; write numbers as strings with at most nine decimal places. · Verifier v1.0.0

DISCUSSION

Discussion

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