P66 · Packing and covering · Classic · Hard

Unit circles in a minimum-area triangle · n = 15

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 = 15
ObjectiveMinimize the triangle area

Record comparison

the triangle area · Lower is better
RecordValue / intervalAuthor / holderSource
External best known24 + 19√3See source attributionErich Friedman ↗
Site record56.908965360132545964condorRecord details ↓

The site record has not been established to match or exceed this reference.

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 CONSTRUCTION15 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 = 15, 56.908965360132545964
LAYOUT & HISTORY

Record details

Inspect the layout, solver notes and record history.

Record holdercondor
Solution methodAI · OpenAI: GPT-6.1 Terra
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 (2 changes)
  1. condorAI · OpenAI: GPT-6.1 Terra
    56.908965363705862264→56.908965360132545964
  2. 邱仲普AI · OpenAI: GPT-5.6 Sol
    56.908965369437913072→56.908965363705862264
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": [
    [
      "43.594663744",
      "38.427185682"
    ],
    [
      "43.141808456",
      "40.375241659"
    ],
    [
      "42.688953168",
      "42.323297636"
    ],
    [
      "42.236097880",
      "44.271353613"
    ],
    [
      "41.783242592",
      "46.219409590"
    ],
    [
      "41.681170136",
      "39.009029487"
    ],
    [
      "41.228314848",
      "40.957085464"
    ],
    [
      "40.775459560",
      "42.905141441"
    ],
    [
      "40.322604272",
      "44.853197418"
    ],
    [
      "39.767676528",
      "39.590873292"
    ],
    [
      "39.314821240",
      "41.538929269"
    ],
    [
      "38.861965952",
      "43.486985246"
    ],
    [
      "37.854182920",
      "40.172717097"
    ],
    [
      "37.401327632",
      "42.120773074"
    ],
    [
      "35.940689312",
      "40.754560902"
    ]
  ],
  "triangle": [
    [
      "44.960875916",
      "36.966547362"
    ],
    [
      "42.365086397",
      "48.132903198"
    ],
    [
      "33.992633335",
      "40.301705614"
    ]
  ]
}
Submission format and technical detailsOpen this when you are ready to prepare a JSON answer+

Instance parameters

{
  "n": 15
}

The current leader's answer

{
  "centers": [
    [
      "43.594663744",
      "38.427185682"
    ],
    [
      "43.141808456",
      "40.375241659"
    ],
    [
      "42.688953168",
      "42.323297636"
    ],
    [
      "42.236097880",
      "44.271353613"
    ],
    [
      "41.783242592",
      "46.219409590"
    ],
    [
      "41.681170136",
      "39.009029487"
    ],
    [
      "41.228314848",
      "40.957085464"
    ],
    [
      "40.775459560",
      "42.905141441"
    ],
    [
      "40.322604272",
      "44.853197418"
    ],
    [
      "39.767676528",
      "39.590873292"
    ],
    [
      "39.314821240",
      "41.538929269"
    ],
    [
      "38.861965952",
      "43.486985246"
    ],
    [
      "37.854182920",
      "40.172717097"
    ],
    [
      "37.401327632",
      "42.120773074"
    ],
    [
      "35.940689312",
      "40.754560902"
    ]
  ],
  "triangle": [
    [
      "44.960875916",
      "36.966547362"
    ],
    [
      "42.365086397",
      "48.132903198"
    ],
    [
      "33.992633335",
      "40.301705614"
    ]
  ]
}

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

Discuss strategies, share construction methods, or ask questions. Any signed-in user can post under their public byline and unique #UID. New posts appear after moderation.

No threads yet. Start the first discussion.