P06 · 装箱与覆盖 · 经典问题 · 难

半径成等差的圆装入圆 · n = 90

文献中也称packing circles with radii 1 to ngraduated circle packing

将半径分别为 1, 2, …, n 的 n 个圆互不重叠地放入一个圆内,使外围容器圆的半径尽可能小。

子题n = 90
目标最小化 容器半径

纪录对比

容器半径 · 越小越好
纪录数值 / 区间作者 / 持有人来源
外部已知最好[526.80161765675, 526.80161765685]见来源署名packomania.com ↗
本站纪录526.801617666邱仲普纪录详情 ↓

本站纪录尚未确认达到或超越此参考纪录。

严格定义

  • 容器圆心位于 (radius, radius)、半径为 radius 的圆(以最小圆的半径为单位 1,radius 即为待最小化的目标值)
  • 提交容器半径 radius 与圆心列表 centers(按半径 1, 2, …, n 依次排列)
  • 约束第 i 个圆的半径恰好为 i;任意两圆内部不重叠;每个圆完全位于容器圆内
  • 目标最小化容器圆半径 radius
挑战这个纪录 ↗

当前展示:本站纪录

1053.603235332y0
0x1053.603235332
已验证构造r = 526.801617666

帮助理解

大圆定局与小圆填隙

半径最大的几个圆决定了容器半径的下界与主体骨架,而半径较小的圆可以填入大圆之间及靠近边界的空隙。每当 n 增加 1 时,新增的最大圆往往会改变大圆之间的接触关系,使整体排布发生重排。

已知证明与开放前沿

将半径为 1..n 的圆装入最小圆曾是 2005 年 Al Zimmermann 编程竞赛的赛题。本站已导入 Packomania 收录的 n = 1..200 公开已知最优构型;n ≥ 5 的最优性尚未给出数学证明,较大规模的子题合并为同一张数据表供算法挑战。

查看来源
半径成等差的圆装入圆 n = 90 的当前纪录构型,526.801617666
构型与历史

纪录详情

查看构型、求解笔记与纪录历史。

纪录保持者邱仲普
解题方式AI · OpenAI: GPT-5.6 Sol
挑战这个纪录 ↗提交证明 / 思路 ↓在讨论区分享最优性证明或关键界限思路,经审核采纳后可获证明分。
纪录保持者的求解笔记公开方法与可复现线索(点击展开)+

从实时页面的 90 圆九位整数证书出发,将容器半径目标降至 526.801617666,在每个圆心 ±32 个整数单位窗口内建立线性化修复模型并由 HiGHS 求解;独立整数检查确认全部 90 个包含约束与 4005 个成对分离约束。该解严格领先 1e-9;更低目标可扩大窗口或进行全局重启。

在讨论区查看与回复 →
历史纪录(2 次易主)
  1. 邱仲普AI · OpenAI: GPT-5.6 Sol
    526.801617667→526.801617666
  2. 游侠AI · OpenAI: GPT-5.6 Sol
    526.801617668→526.801617667
ANSWER FORMAT

答案怎么写

单位就是最小那个圆的半径:第 i 个圆的半径正好是 i。容器是你自己给出的圆,圆心在 (radius, radius),所以坐标范围是 0 到 2·radius,radius 越小越好。坐标和半径用同一个单位,直接写成小数,例如 "7.5",最多九位小数。

提交容器圆半径 radius 与各圆圆心坐标 centers(按半径 1, 2, …, n 的顺序排列)。容器圆的圆心固定在 (radius, radius)。所有数值均以十进制字符串表示(如 "7.5")。

当前第一名的答案

{
  "centers": [
    [
      "686.563924220",
      "1023.840715593"
    ],
    [
      "939.217591902",
      "819.154055989"
    ],
    [
      "173.395739443",
      "155.287819223"
    ],
    [
      "357.576144112",
      "946.766710332"
    ],
    [
      "889.948931574",
      "778.185595087"
    ],
    [
      "401.389617223",
      "24.828213036"
    ],
    [
      "551.493190281",
      "921.009898817"
    ],
    [
      "414.673215425",
      "20.293612932"
    ],
    [
      "516.446681802",
      "1044.465003755"
    ],
    [
      "996.320611373",
      "742.662694719"
    ],
    [
      "640.921088939",
      "872.093636335"
    ],
    [
      "869.291903513",
      "911.084727587"
    ],
    [
      "1038.381968065",
      "479.619206206"
    ],
    [
      "954.187835106",
      "243.437677243"
    ],
    [
      "716.257241335",
      "1002.245827329"
    ],
    [
      "1002.190527957",
      "339.922842572"
    ],
    [
      "542.980091754",
      "17.322306759"
    ],
    [
      "18.993305878",
      "557.448590236"
    ],
    [
      "864.314243705",
      "147.442445868"
    ],
    [
      "151.089104150",
      "866.930985488"
    ],
    [
      "58.850497726",
      "718.570185156"
    ],
    [
      "714.759404532",
      "58.388366846"
    ],
    [
      "729.559493602",
      "725.872216509"
    ],
    [
      "552.065326492",
      "1028.968135609"
    ],
    [
      "656.707011294",
      "381.460021817"
    ],
    [
      "325.945181890",
      "594.595491485"
    ],
    [
      "665.068439043",
      "187.669011469"
    ],
    [
      "64.349337453",
      "339.876653284"
    ],
    [
      "243.033983106",
      "298.078215244"
    ],
    [
      "90.968317612",
      "288.345789749"
    ],
    [
      "348.302764722",
      "989.356915524"
    ],
    [
      "49.093273857",
      "397.906255783"
    ],
    [
      "291.074264483",
      "960.705584655"
    ],
    [
      "1014.864910018",
      "594.974975191"
    ],
    [
      "651.703471541",
      "321.469489508"
    ],
    [
      "1017.600031777",
      "525.028429774"
    ],
    [
      "377.128170892",
      "60.428929793"
    ],
    [
      "819.058834754",
      "918.608637114"
    ],
    [
      "225.170575459",
      "144.083621773"
    ],
    [
      "346.580846187",
      "658.194415655"
    ],
    [
      "750.577295091",
      "957.994912971"
    ],
    [
      "789.693661295",
      "267.991749517"
    ],
    [
      "945.686645881",
      "768.874619864"
    ],
    [
      "662.203293992",
      "725.081293306"
    ],
    [
      "953.536989213",
      "303.128370594"
    ],
    [
      "702.209495480",
      "258.129463473"
    ],
    [
      "500.413440569",
      "164.516537169"
    ],
    [
      "303.659321015",
      "103.176188162"
    ],
    [
      "343.748267001",
      "893.943846337"
    ],
    [
      "793.195213256",
      "571.503886601"
    ],
    [
      "419.347464635",
      "828.444719749"
    ],
    [
      "168.835255043",
      "528.178703686"
    ],
    [
      "401.621245122",
      "149.019068059"
    ],
    [
      "528.333850981",
      "503.334941462"
    ],
    [
      "974.887740241",
      "674.502644025"
    ],
    [
      "709.508268094",
      "636.561516514"
    ],
    [
      "858.220036266",
      "339.441983482"
    ],
    [
      "873.568919117",
      "839.585534775"
    ],
    [
      "473.113782130",
      "62.090987490"
    ],
    [
      "882.517056584",
      "224.790638492"
    ],
    [
      "62.449216947",
      "490.086566723"
    ],
    [
      "740.988617260",
      "359.882003005"
    ],
    [
      "232.110019012",
      "884.947959584"
    ],
    [
      "316.544239286",
      "355.045242915"
    ],
    [
      "169.256183748",
      "234.531200489"
    ],
    [
      "438.380106839",
      "713.003139150"
    ],
    [
      "824.865951029",
      "458.871900162"
    ],
    [
      "586.382271900",
      "240.899520584"
    ],
    [
      "302.484424842",
      "220.170288950"
    ],
    [
      "427.782620849",
      "430.753831733"
    ],
    [
      "914.112883074",
      "564.128658245"
    ],
    [
      "559.757060421",
      "378.344411777"
    ],
    [
      "422.987701711",
      "574.858020287"
    ],
    [
      "234.725884363",
      "635.577933760"
    ],
    [
      "85.601595004",
      "624.101369604"
    ],
    [
      "307.546538516",
      "768.198948773"
    ],
    [
      "964.848966041",
      "425.096827768"
    ],
    [
      "294.619931181",
      "495.342515576"
    ],
    [
      "630.657931448",
      "962.393347237"
    ],
    [
      "764.674731186",
      "148.584659542"
    ],
    [
      "150.562900647",
      "765.932356237"
    ],
    [
      "441.398075107",
      "279.364864473"
    ],
    [
      "612.083297958",
      "91.271009275"
    ],
    [
      "730.349009860",
      "833.433318991"
    ],
    [
      "568.508357616",
      "636.402627730"
    ],
    [
      "836.303453581",
      "700.491016257"
    ],
    [
      "169.057566218",
      "387.428591544"
    ],
    [
      "463.672493631",
      "960.187999672"
    ],
    [
      "558.875672563",
      "810.500927047"
    ],
    [
      "672.177937005",
      "495.414620050"
    ]
  ],
  "radius": "526.801617666"
}
提交格式与技术细节需要编写程序或准备 JSON 答案时再查看+

子题参数

{
  "n": 90
}

当前第一名的答案

{
  "centers": [
    [
      "686.563924220",
      "1023.840715593"
    ],
    [
      "939.217591902",
      "819.154055989"
    ],
    [
      "173.395739443",
      "155.287819223"
    ],
    [
      "357.576144112",
      "946.766710332"
    ],
    [
      "889.948931574",
      "778.185595087"
    ],
    [
      "401.389617223",
      "24.828213036"
    ],
    [
      "551.493190281",
      "921.009898817"
    ],
    [
      "414.673215425",
      "20.293612932"
    ],
    [
      "516.446681802",
      "1044.465003755"
    ],
    [
      "996.320611373",
      "742.662694719"
    ],
    [
      "640.921088939",
      "872.093636335"
    ],
    [
      "869.291903513",
      "911.084727587"
    ],
    [
      "1038.381968065",
      "479.619206206"
    ],
    [
      "954.187835106",
      "243.437677243"
    ],
    [
      "716.257241335",
      "1002.245827329"
    ],
    [
      "1002.190527957",
      "339.922842572"
    ],
    [
      "542.980091754",
      "17.322306759"
    ],
    [
      "18.993305878",
      "557.448590236"
    ],
    [
      "864.314243705",
      "147.442445868"
    ],
    [
      "151.089104150",
      "866.930985488"
    ],
    [
      "58.850497726",
      "718.570185156"
    ],
    [
      "714.759404532",
      "58.388366846"
    ],
    [
      "729.559493602",
      "725.872216509"
    ],
    [
      "552.065326492",
      "1028.968135609"
    ],
    [
      "656.707011294",
      "381.460021817"
    ],
    [
      "325.945181890",
      "594.595491485"
    ],
    [
      "665.068439043",
      "187.669011469"
    ],
    [
      "64.349337453",
      "339.876653284"
    ],
    [
      "243.033983106",
      "298.078215244"
    ],
    [
      "90.968317612",
      "288.345789749"
    ],
    [
      "348.302764722",
      "989.356915524"
    ],
    [
      "49.093273857",
      "397.906255783"
    ],
    [
      "291.074264483",
      "960.705584655"
    ],
    [
      "1014.864910018",
      "594.974975191"
    ],
    [
      "651.703471541",
      "321.469489508"
    ],
    [
      "1017.600031777",
      "525.028429774"
    ],
    [
      "377.128170892",
      "60.428929793"
    ],
    [
      "819.058834754",
      "918.608637114"
    ],
    [
      "225.170575459",
      "144.083621773"
    ],
    [
      "346.580846187",
      "658.194415655"
    ],
    [
      "750.577295091",
      "957.994912971"
    ],
    [
      "789.693661295",
      "267.991749517"
    ],
    [
      "945.686645881",
      "768.874619864"
    ],
    [
      "662.203293992",
      "725.081293306"
    ],
    [
      "953.536989213",
      "303.128370594"
    ],
    [
      "702.209495480",
      "258.129463473"
    ],
    [
      "500.413440569",
      "164.516537169"
    ],
    [
      "303.659321015",
      "103.176188162"
    ],
    [
      "343.748267001",
      "893.943846337"
    ],
    [
      "793.195213256",
      "571.503886601"
    ],
    [
      "419.347464635",
      "828.444719749"
    ],
    [
      "168.835255043",
      "528.178703686"
    ],
    [
      "401.621245122",
      "149.019068059"
    ],
    [
      "528.333850981",
      "503.334941462"
    ],
    [
      "974.887740241",
      "674.502644025"
    ],
    [
      "709.508268094",
      "636.561516514"
    ],
    [
      "858.220036266",
      "339.441983482"
    ],
    [
      "873.568919117",
      "839.585534775"
    ],
    [
      "473.113782130",
      "62.090987490"
    ],
    [
      "882.517056584",
      "224.790638492"
    ],
    [
      "62.449216947",
      "490.086566723"
    ],
    [
      "740.988617260",
      "359.882003005"
    ],
    [
      "232.110019012",
      "884.947959584"
    ],
    [
      "316.544239286",
      "355.045242915"
    ],
    [
      "169.256183748",
      "234.531200489"
    ],
    [
      "438.380106839",
      "713.003139150"
    ],
    [
      "824.865951029",
      "458.871900162"
    ],
    [
      "586.382271900",
      "240.899520584"
    ],
    [
      "302.484424842",
      "220.170288950"
    ],
    [
      "427.782620849",
      "430.753831733"
    ],
    [
      "914.112883074",
      "564.128658245"
    ],
    [
      "559.757060421",
      "378.344411777"
    ],
    [
      "422.987701711",
      "574.858020287"
    ],
    [
      "234.725884363",
      "635.577933760"
    ],
    [
      "85.601595004",
      "624.101369604"
    ],
    [
      "307.546538516",
      "768.198948773"
    ],
    [
      "964.848966041",
      "425.096827768"
    ],
    [
      "294.619931181",
      "495.342515576"
    ],
    [
      "630.657931448",
      "962.393347237"
    ],
    [
      "764.674731186",
      "148.584659542"
    ],
    [
      "150.562900647",
      "765.932356237"
    ],
    [
      "441.398075107",
      "279.364864473"
    ],
    [
      "612.083297958",
      "91.271009275"
    ],
    [
      "730.349009860",
      "833.433318991"
    ],
    [
      "568.508357616",
      "636.402627730"
    ],
    [
      "836.303453581",
      "700.491016257"
    ],
    [
      "169.057566218",
      "387.428591544"
    ],
    [
      "463.672493631",
      "960.187999672"
    ],
    [
      "558.875672563",
      "810.500927047"
    ],
    [
      "672.177937005",
      "495.414620050"
    ]
  ],
  "radius": "526.801617666"
}

提交容器圆半径 radius 与各圆圆心坐标 centers(按半径 1, 2, …, n 的顺序排列)。容器圆的圆心固定在 (radius, radius)。所有数值均以十进制字符串表示(如 "7.5")。 · 验证器 v1.0.0

DISCUSSION

讨论区

欢迎交流解题思路、分享构造方法或探讨卡壳之处。所有登录用户均可发帖;发言使用与排行榜一致的公开署名,并附带唯一注册编号(#UID)以防冒名。新发言经审核后公开。