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update p1

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2026-01-31 13:24:35 +08:00
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@@ -23,6 +23,8 @@
纯火箭方案（10 发射场 * 每日 1 发）排布与能量-工期曲线；并做发射频率敏感性分析。
- **`combined_scenario.py`**
混合方案（电梯优先 + 火箭补齐），输出组合方案能量-工期曲线，并生成 **100–300 年**区间三方案同图对比。
- **`../pareto_optimization.py`**（新增）
**Pareto 前沿 + “膝点（knee point）”**分析：在**组合方案可行区间（约 101–186 年）**内，寻找“时间–能量”双目标权衡的拐点，并输出推荐决策点与图表/CSV。
- **`launch_capacity_analysis.py`**
（可选）对历史火箭年发射量做 Logistic / Gompertz / Richards 拟合与预测，生成 `launch_capacity_*.png` 与 `launch_capacity_results.csv`。
@@ -38,6 +40,8 @@
| `combined_scenario_analysis.png` | 混合方案：总能量/电梯能量/火箭能量随工期变化 + 电梯占比 + 需要启用的火箭站点数 |
| `scenario_comparison.png` | elevator-only / rocket-only / combined 的完工时间与能量柱状对比 |
| **`three_scenarios_comparison.png`** | **100–300 年区间**：纯火箭、纯电梯、混合方案的“年份-能量”折线同图对比 |
| **`../pareto_combined_range.png`** | **组合方案（101–186 年）Pareto 前沿 + 膝点检测**（多方法对比、边际收益、构成变化） |
| **`../combined_decision.png`** | 组合方案（101–186 年）推荐拐点的“决策图”（更适合直接放报告） |
| `launch_capacity_analysis.png` `launch_capacity_physical.png` `launch_capacity_predictions.png` | （可选）火箭发射能力上限/趋势拟合与预测 |
#### 数据文件（如存在）
@@ -126,7 +130,22 @@
</details>
<details>
<summary><strong>5) 其它历史遗留图</strong></summary>
<summary><strong>5) Pareto 前沿与“膝点”（组合方案 101–186 年）</strong></summary>
> 说明：`pareto_optimization.py` 当前将图片/CSV 输出到上一级目录（`../`），因此这里用相对路径引用。
#### `../pareto_combined_range.png`
![pareto_combined_range](../pareto_combined_range.png)
#### `../combined_decision.png`
![combined_decision](../combined_decision.png)
</details>
<details>
<summary><strong>6) 其它历史遗留图</strong></summary>
本目录还包含 `earth_moon_transfer_analysis.png`（早期“地月转移：载荷–燃料/能量关系”图）。当前目录下未发现对应的 `earth_moon_transfer.py` 源码文件；如果你需要我把该脚本补回并与现有口径统一，我可以再加一个文件。
@@ -271,6 +290,33 @@ Rocket Only (219 years): Total energy: 50609 PJ
- 当工期 ≥ 186 年时，电梯即可独立完成，混合方案会自动退化为纯电梯曲线（能耗趋于同一水平）。
- 纯火箭能耗显著更高（本模型下约为纯电梯的 **3×** 量级）。
#### 4）Pareto 前沿与“膝点”（只在组合方案 101–186 年区间内找拐点）
> 这个分析回答“在可行区间内，选择多少年最划算”的决策问题：既不想太慢、也不想能耗太高。
> 我们把目标写成双目标：**最小化完工时间 \(T\)** 与 **最小化总能量 \(E\)**，并在 \(T\in[101, 186]\) 年上寻找“边际收益开始明显递减”的拐点（knee point）。
从本目录运行：
```bash
python ../pareto_optimization.py
```
会生成（输出在上一级目录 `../`）：
- `../pareto_combined_range.png`
- `../combined_decision.png`
- `../pareto_combined_range.csv`（组合区间的 Pareto 数据）
**组合区间（101–186 年）推荐膝点（示例输出）**：
| 推荐方法 | 年份 | 总能量 (PJ) | 电梯占比 | 火箭占比 |
|---|---:|---:|---:|---:|
| 最大距离法（最稳健） | **139** | **24361** | **74.6%** | **25.4%** |
解读要点：
- **101→139 年**：多给一些时间，能量下降很快（大量火箭任务转移到电梯/低纬火箭站）。
- **139→186 年**：继续拉长工期仍能省能量，但**边际节省明显变小**；186 年达到纯电梯可独立完成的极限点。
---
### 发射场（10 个）与纬度效应（月球任务场景）
@@ -354,4 +400,5 @@ Rocket Only (219 years): Total energy: 50609 PJ
- **纯火箭**在“10 站 * 每日 1 发 * 125 吨/发”的约束下，最短约 **219 年**，且能耗约 **5×10⁴ PJ** 量级。
- **纯电梯**能耗最低（约 **1.57×10⁴ PJ**），但最短约 **186 年**。
- **混合方案**能把工期压到约 **101 年**，能耗介于两者之间，并随着工期增加逐步趋近纯电梯能耗。
- **在混合方案可行区间（101–186 年）内**，用 Pareto/膝点法可给出一个“最划算”的折中点：本模型下约 **139 年**（约 **2.44×10⁴ PJ**，电梯约 **75%**、火箭约 **25%**）。

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years,energy_PJ,elevator_fraction,sites_used,rocket_launches
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174.53408942284335,17827.33122399275,0.9372480602006688,1,50202
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177.38424792760472,17313.37204813572,0.9525534113712374,1,37958
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186.21973929236498,15720.0,1.0,0,0
1 years energy_PJ elevator_fraction sites_used rocket_launches
2 101.0 31679.76095710881 0.54237 10 366104
3 101.28501585047614 31620.609850415538 0.5439005351170569 10 364880
4 101.57003170095227 31561.45874372226 0.5454310702341137 10 363656
5 101.85504755142841 31502.241823054243 0.5469616053511706 10 362431
6 102.14006340190454 31443.090716360963 0.5484921404682274 10 361207
7 102.42507925238068 31383.87379569294 0.5500226755852843 10 359982
8 102.71009510285683 31324.722688999667 0.5515532107023411 10 358758
9 102.99511095333295 31265.571582306387 0.5530837458193979 10 357534
10 103.2801268038091 31206.354661638365 0.5546142809364548 10 356309
11 103.56514265428524 31147.203554945085 0.5561448160535117 10 355085
12 103.85015850476137 31087.98663427707 0.5576753511705685 10 353860
13 104.13517435523751 31028.835527583797 0.5592058862876255 10 352636
14 104.42019020571364 30969.618606915767 0.5607364214046823 10 351411
15 104.70520605618978 30910.467500222494 0.5622669565217392 10 350187
16 104.99022190666592 30851.316393529218 0.563797491638796 10 348963
17 105.27523775714205 30792.09947286119 0.5653280267558528 10 347738
18 105.5602536076182 30733.320588222938 0.5668585618729096 9 346514
19 105.84526945809434 30677.360233793443 0.5683890969899665 9 345289
20 106.13028530857046 30621.464186366808 0.5699196321070233 9 344065
21 106.4153011590466 30565.5038319373 0.5714501672240803 9 342840
22 106.70031700952273 30509.60778451066 0.5729807023411371 9 341616
23 106.98533285999888 30453.711737084028 0.574511237458194 9 340392
24 107.27034871047502 30397.751382654526 0.5760417725752509 9 339167
25 107.55536456095115 30341.855335227887 0.5775723076923077 9 337943
26 107.84038041142729 30285.894980798384 0.5791028428093645 9 336718
27 108.12539626190343 30229.99893337175 0.5806333779264214 9 335494
28 108.41041211237956 30174.038578942243 0.5821639130434783 9 334269
29 108.6954279628557 30118.14253151561 0.5836944481605351 9 333045
30 108.98044381333183 30062.24648408897 0.5852249832775919 9 331821
31 109.26545966380797 30006.28612965946 0.5867555183946488 9 330596
32 109.55047551428412 29950.39008223283 0.5882860535117057 9 329372
33 109.83549136476024 29894.429727803326 0.5898165886287625 9 328147
34 110.12050721523639 29838.53368037669 0.5913471237458194 9 326923
35 110.40552306571252 29782.561361639895 0.5928776588628762 9 325698
36 110.69053891618866 29726.665314213256 0.5944081939799332 9 324474
37 110.9755547666648 29671.31387329956 0.59593872909699 8 323250
38 111.26057061714093 29616.757347939132 0.5974692642140468 8 322025
39 111.54558646761707 29562.264447117264 0.5989997993311036 8 320801
40 111.83060231809321 29507.707921756835 0.6005303344481605 8 319576
41 112.11561816856934 29453.21502093497 0.6020608695652173 8 318352
42 112.40063401904548 29398.658495574542 0.6035914046822742 8 317127
43 112.68564986952163 29344.16559475267 0.6051219397993312 8 315903
44 112.97066571999775 29289.672693930803 0.606652474916388 8 314679
45 113.2556815704739 29235.116168570374 0.6081830100334449 8 313454
46 113.54069742095002 29180.623267748502 0.6097135451505017 8 312230
47 113.82571327142617 29126.066742388073 0.6112440802675585 8 311005
48 114.11072912190231 29071.573841566213 0.6127746153846154 8 309781
49 114.39574497237844 29017.017316205773 0.6143051505016722 8 308556
50 114.68076082285458 28962.524415383912 0.615835685618729 8 307332
51 114.96577667333071 28908.031514562044 0.6173662207357858 8 306108
52 115.25079252380685 28853.474989201608 0.6188967558528428 8 304883
53 115.535808374283 28798.982088379744 0.6204272909698997 8 303659
54 115.82082422475912 28744.425563019315 0.6219578260869565 8 302434
55 116.10584007523526 28689.932662197443 0.6234883612040134 8 301210
56 116.3908559257114 28635.376136837014 0.6250188963210702 8 299985
57 116.67587177618753 28580.88323601515 0.6265494314381271 8 298761
58 116.96088762666368 28526.45534360956 0.6280799665551839 7 297537
59 117.24590347713982 28471.997009615712 0.6296105016722408 7 296312
60 117.53091932761595 28417.60224988323 0.6311410367892976 7 295088
61 117.81593517809209 28363.14391588938 0.6326715719063545 7 293863
62 118.10095102856822 28308.7491561569 0.6342021070234113 7 292639
63 118.38596687904436 28254.290822163046 0.6357326421404682 7 291414
64 118.67098272952049 28199.896062430566 0.637263177257525 7 290190
65 118.95599857999663 28145.50130269808 0.6387937123745819 7 288966
66 119.24101443047277 28091.042968704238 0.6403242474916389 7 287741
67 119.5260302809489 28036.64205631926 0.6418547826086957 7 286517
68 119.81104613142504 27982.18372232541 0.6433853177257525 7 285292
69 120.09606198190119 27927.78896259293 0.6449158528428094 7 284068
70 120.38107783237731 27873.330628599077 0.6464463879598662 7 282843
71 120.66609368285346 27818.935868866593 0.647976923076923 7 281619
72 120.9511095333296 27764.541109134116 0.6495074581939799 7 280395
73 121.23612538380573 27710.08277514026 0.6510379933110367 7 279170
74 121.52114123428187 27655.68801540778 0.6525685284280937 7 277946
75 121.806157084758 27601.22968141393 0.6540990635451505 7 276721
76 122.09117293523414 27546.834921681453 0.6556295986622074 7 275497
77 122.37618878571027 27492.3765876876 0.6571601337792642 7 274272
78 122.66120463618641 27437.981827955115 0.6586906688963211 7 273048
79 122.94622048666255 27383.587068222638 0.6602212040133779 7 271824
80 123.23123633713868 27329.128734228783 0.6617517391304347 7 270599
81 123.51625218761482 27274.84492702738 0.6632822742474915 6 269375
82 123.80126803809097 27220.569274449346 0.6648128093645485 6 268150
83 124.0862838885671 27166.357097332555 0.6663433444816053 6 266926
84 124.37129973904324 27112.081444754524 0.6678738795986622 6 265701
85 124.65631558951938 27057.869267637732 0.6694044147157191 6 264477
86 124.94133143999551 27003.65709052094 0.6709349498327759 6 263253
87 125.22634729047165 26949.381437942906 0.6724654849498327 6 262028
88 125.5113631409478 26895.169260826126 0.6739960200668896 6 260804
89 125.79637899142392 26840.893608248083 0.6755265551839464 6 259579
90 126.08139484190006 26786.681431131296 0.6770570903010034 6 258355
91 126.36641069237619 26732.405778553257 0.6785876254180602 6 257130
92 126.65142654285233 26678.193601436476 0.6801181605351171 6 255906
93 126.93644239332846 26623.981424319685 0.6816486956521739 6 254682
94 127.2214582438046 26569.705771741646 0.6831792307692307 6 253457
95 127.50647409428075 26515.49359462486 0.6847097658862875 6 252233
96 127.79148994475688 26461.21794204682 0.6862403010033443 6 251008
97 128.076505795233 26407.005764930036 0.6877708361204011 6 249784
98 128.36152164570916 26352.730112351997 0.6893013712374582 6 248559
99 128.6465374961853 26298.51793523521 0.690831906354515 6 247335
100 128.93155334666142 26244.300198266632 0.6923624414715718 6 246111
101 129.21656919713757 26190.024545688593 0.6938929765886287 6 244886
102 129.5015850476137 26135.81236857181 0.6954235117056855 6 243662
103 129.78660089808983 26081.536715993767 0.6969540468227424 6 242437
104 130.071616748566 26027.324538876983 0.6984845819397993 6 241213
105 130.35663259904211 25973.048886298948 0.7000151170568562 6 239988
106 130.64164844951824 25918.836709182156 0.701545652173913 6 238764
107 130.9266642999944 25865.032259204538 0.70307618729097 5 237540
108 131.21168015047053 25811.2648093821 0.7046067224080268 5 236315
109 131.49669600094666 25757.56054378724 0.7061372575250836 5 235091
110 131.7817118514228 25703.793093964807 0.7076677926421405 5 233866
111 132.06672770189894 25650.088828369953 0.7091983277591973 5 232642
112 132.35174355237507 25596.321378547516 0.7107288628762541 5 231417
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years,energy_PJ,elevator_fraction,sites_used,rocket_launches
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238.67735470941884,15720.0,1.0,0,0
239.07815631262525,15720.0,1.0,0,0
239.47895791583167,15720.0,1.0,0,0
239.8797595190381,15720.0,1.0,0,0
240.2805611222445,15720.0,1.0,0,0
240.6813627254509,15720.0,1.0,0,0
241.0821643286573,15720.0,1.0,0,0
241.48296593186373,15720.0,1.0,0,0
241.88376753507015,15720.0,1.0,0,0
242.28456913827657,15720.0,1.0,0,0
242.68537074148298,15720.0,1.0,0,0
243.08617234468937,15720.0,1.0,0,0
243.4869739478958,15720.0,1.0,0,0
243.8877755511022,15720.0,1.0,0,0
244.28857715430863,15720.0,1.0,0,0
244.68937875751504,15720.0,1.0,0,0
245.09018036072143,15720.0,1.0,0,0
245.49098196392785,15720.0,1.0,0,0
245.89178356713427,15720.0,1.0,0,0
246.2925851703407,15720.0,1.0,0,0
246.6933867735471,15720.0,1.0,0,0
247.09418837675352,15720.0,1.0,0,0
247.4949899799599,15720.0,1.0,0,0
247.89579158316633,15720.0,1.0,0,0
248.29659318637275,15720.0,1.0,0,0
248.69739478957916,15720.0,1.0,0,0
249.09819639278558,15720.0,1.0,0,0
249.498997995992,15720.0,1.0,0,0
249.8997995991984,15720.0,1.0,0,0
250.3006012024048,15720.0,1.0,0,0
250.70140280561122,15720.0,1.0,0,0
251.10220440881764,15720.0,1.0,0,0
251.50300601202406,15720.0,1.0,0,0
251.90380761523048,15720.0,1.0,0,0
252.30460921843687,15720.0,1.0,0,0
252.70541082164328,15720.0,1.0,0,0
253.1062124248497,15720.0,1.0,0,0
253.50701402805612,15720.0,1.0,0,0
253.90781563126254,15720.0,1.0,0,0
254.30861723446895,15720.0,1.0,0,0
254.70941883767534,15720.0,1.0,0,0
255.11022044088176,15720.0,1.0,0,0
255.51102204408818,15720.0,1.0,0,0
255.9118236472946,15720.0,1.0,0,0
256.312625250501,15720.0,1.0,0,0
256.71342685370746,15720.0,1.0,0,0
257.1142284569138,15720.0,1.0,0,0
257.51503006012024,15720.0,1.0,0,0
257.9158316633267,15720.0,1.0,0,0
258.3166332665331,15720.0,1.0,0,0
258.71743486973946,15720.0,1.0,0,0
259.1182364729459,15720.0,1.0,0,0
259.5190380761523,15720.0,1.0,0,0
259.9198396793587,15720.0,1.0,0,0
260.32064128256513,15720.0,1.0,0,0
260.7214428857716,15720.0,1.0,0,0
261.12224448897797,15720.0,1.0,0,0
261.52304609218436,15720.0,1.0,0,0
261.9238476953908,15720.0,1.0,0,0
262.3246492985972,15720.0,1.0,0,0
262.7254509018036,15720.0,1.0,0,0
263.12625250501003,15720.0,1.0,0,0
263.5270541082165,15720.0,1.0,0,0
263.92785571142286,15720.0,1.0,0,0
264.32865731462925,15720.0,1.0,0,0
264.7294589178357,15720.0,1.0,0,0
265.1302605210421,15720.0,1.0,0,0
265.5310621242485,15720.0,1.0,0,0
265.9318637274549,15720.0,1.0,0,0
266.3326653306613,15720.0,1.0,0,0
266.7334669338677,15720.0,1.0,0,0
267.13426853707415,15720.0,1.0,0,0
267.5350701402806,15720.0,1.0,0,0
267.935871743487,15720.0,1.0,0,0
268.3366733466934,15720.0,1.0,0,0
268.7374749498998,15720.0,1.0,0,0
269.1382765531062,15720.0,1.0,0,0
269.5390781563126,15720.0,1.0,0,0
269.93987975951904,15720.0,1.0,0,0
270.3406813627255,15720.0,1.0,0,0
270.7414829659319,15720.0,1.0,0,0
271.14228456913827,15720.0,1.0,0,0
271.5430861723447,15720.0,1.0,0,0
271.9438877755511,15720.0,1.0,0,0
272.3446893787575,15720.0,1.0,0,0
272.74549098196394,15720.0,1.0,0,0
273.1462925851704,15720.0,1.0,0,0
273.5470941883767,15720.0,1.0,0,0
273.94789579158316,15720.0,1.0,0,0
274.3486973947896,15720.0,1.0,0,0
274.749498997996,15720.0,1.0,0,0
275.1503006012024,15720.0,1.0,0,0
275.55110220440883,15720.0,1.0,0,0
275.9519038076152,15720.0,1.0,0,0
276.3527054108216,15720.0,1.0,0,0
276.75350701402806,15720.0,1.0,0,0
277.1543086172345,15720.0,1.0,0,0
277.5551102204409,15720.0,1.0,0,0
277.9559118236473,15720.0,1.0,0,0
278.35671342685373,15720.0,1.0,0,0
278.7575150300601,15720.0,1.0,0,0
279.1583166332665,15720.0,1.0,0,0
279.55911823647295,15720.0,1.0,0,0
279.9599198396794,15720.0,1.0,0,0
280.3607214428858,15720.0,1.0,0,0
280.7615230460922,15720.0,1.0,0,0
281.1623246492986,15720.0,1.0,0,0
281.563126252505,15720.0,1.0,0,0
281.9639278557114,15720.0,1.0,0,0
282.36472945891785,15720.0,1.0,0,0
282.7655310621243,15720.0,1.0,0,0
283.16633266533063,15720.0,1.0,0,0
283.5671342685371,15720.0,1.0,0,0
283.9679358717435,15720.0,1.0,0,0
284.3687374749499,15720.0,1.0,0,0
284.7695390781563,15720.0,1.0,0,0
285.17034068136275,15720.0,1.0,0,0
285.57114228456913,15720.0,1.0,0,0
285.9719438877755,15720.0,1.0,0,0
286.37274549098197,15720.0,1.0,0,0
286.7735470941884,15720.0,1.0,0,0
287.1743486973948,15720.0,1.0,0,0
287.5751503006012,15720.0,1.0,0,0
287.97595190380764,15720.0,1.0,0,0
288.37675350701403,15720.0,1.0,0,0
288.7775551102204,15720.0,1.0,0,0
289.17835671342687,15720.0,1.0,0,0
289.5791583166333,15720.0,1.0,0,0
289.97995991983964,15720.0,1.0,0,0
290.3807615230461,15720.0,1.0,0,0
290.78156312625254,15720.0,1.0,0,0
291.1823647294589,15720.0,1.0,0,0
291.5831663326653,15720.0,1.0,0,0
291.98396793587176,15720.0,1.0,0,0
292.38476953907815,15720.0,1.0,0,0
292.78557114228454,15720.0,1.0,0,0
293.186372745491,15720.0,1.0,0,0
293.58717434869743,15720.0,1.0,0,0
293.9879759519038,15720.0,1.0,0,0
294.3887775551102,15720.0,1.0,0,0
294.78957915831666,15720.0,1.0,0,0
295.19038076152304,15720.0,1.0,0,0
295.59118236472943,15720.0,1.0,0,0
295.9919839679359,15720.0,1.0,0,0
296.3927855711423,15720.0,1.0,0,0
296.7935871743487,15720.0,1.0,0,0
297.1943887775551,15720.0,1.0,0,0
297.59519038076155,15720.0,1.0,0,0
297.99599198396794,15720.0,1.0,0,0
298.39679358717433,15720.0,1.0,0,0
298.7975951903808,15720.0,1.0,0,0
299.1983967935872,15720.0,1.0,0,0
299.59919839679355,15720.0,1.0,0,0
300.0,15720.0,1.0,0,0
1 years energy_PJ elevator_fraction sites_used rocket_launches
2 100.80160320641282 31721.015809442823 0.5413046092184368 10 366957
3 101.20240480961924 31637.791423463375 0.5434569138276553 10 365235
4 101.60320641282566 31554.5415104297 0.5456092184368738 10 363513
5 102.00400801603206 31471.317124450256 0.5477615230460922 10 361791
6 102.40480961923848 31388.092738470812 0.5499138276553106 10 360069
7 102.8056112224449 31304.908639411875 0.552066132264529 10 358348
8 103.2064128256513 31221.684253432435 0.5542184368737475 10 356626
9 103.60721442885772 31138.459867452988 0.556370741482966 10 354904
10 104.00801603206413 31055.235481473548 0.5585230460921844 10 353182
11 104.40881763527054 30971.98556843986 0.5606753507014028 10 351460
12 104.80961923847696 30888.761182460417 0.5628276553106213 10 349738
13 105.21042084168337 30805.602610455724 0.5649799599198397 10 348017
14 105.61122244488978 30723.31263851132 0.5671322645290581 9 346295
15 106.0120240480962 30644.663419167766 0.5692845691382766 9 344573
16 106.41282565130261 30566.014199824203 0.5714368737474951 9 342851
17 106.81362725450902 30487.364980480637 0.5735891783567134 9 341129
18 107.21442885771543 30408.703796829792 0.5757414829659319 9 339407
19 107.61523046092185 30330.054577486233 0.5778937875751503 9 337685
20 108.01603206412825 30251.469665145545 0.5800460921843688 9 335964
21 108.41683366733467 30172.808481494696 0.5821983967935872 9 334242
22 108.81763527054107 30094.15926215113 0.5843507014028057 9 332520
23 109.21843687374749 30015.510042807575 0.5865030060120241 9 330798
24 109.61923847695391 29936.84885915672 0.5886553106212425 9 329076
25 110.02004008016033 29858.19963981316 0.590807615230461 9 327354
26 110.42084168336673 29779.614727472468 0.5929599198396793 9 325633
27 110.82164328657315 29700.965508128913 0.5951122244488979 9 323911
28 111.22244488977955 29624.06439991274 0.5972645290581162 8 322189
29 111.62324649298597 29547.38750240176 0.5994168336673347 8 320467
30 112.02404809619239 29470.710604890784 0.6015691382765531 8 318745
31 112.4248496993988 29394.027202786925 0.6037214428857716 8 317023
32 112.82565130260521 29317.41392981451 0.60587374749499 8 315302
33 113.22645290581163 29240.73703230353 0.6080260521042085 8 313580
34 113.62725450901803 29164.060134792555 0.6101783567134269 8 311858
35 114.02805611222445 29087.376732688695 0.6123306613226454 8 310136
36 114.42885771543087 29010.699835177722 0.6144829659318638 8 308414
37 114.82965931863727 28934.02293766674 0.6166352705410821 8 306692
38 115.23046092184369 28857.33953556288 0.6187875751503006 8 304970
39 115.6312625250501 28780.726262590473 0.620939879759519 8 303249
40 116.03206412825651 28704.049365079496 0.6230921843687374 8 301527
41 116.43286573146293 28627.37246756852 0.6252444889779559 8 299805
42 116.83366733466934 28550.71043327357 0.6273967935871744 7 298083
43 117.23446893787576 28474.171496392344 0.6295490981963928 7 296361
44 117.63527054108216 28397.63255951111 0.6317014028056112 7 294639
45 118.03607214428858 28321.151044238755 0.6338537074148296 7 292918
46 118.43687374749499 28244.612107357527 0.636006012024048 7 291196
47 118.8376753507014 28168.073170476295 0.6381583166332665 7 289474
48 119.23847695390782 28091.52808094257 0.640310621242485 7 287752
49 119.63927855711422 28014.989144061346 0.6424629258517034 7 286030
50 120.04008016032064 27938.45020718012 0.6446152304609218 7 284308
51 120.44088176352706 27861.911270298886 0.6467675350701403 7 282586
52 120.84168336673346 27785.429755026526 0.6489198396793586 7 280865
53 121.24248496993988 27708.890818145297 0.6510721442885772 7 279143
54 121.6432865731463 27632.351881264072 0.6532244488977956 7 277421
55 122.0440881763527 27555.80679173035 0.655376753507014 7 275699
56 122.44488977955912 27479.267854849113 0.6575290581162324 7 273977
57 122.84569138276554 27402.72891796789 0.659681362725451 7 272255
58 123.24649298597194 27326.25355534803 0.6618336673346693 7 270534
59 123.64729458917836 27249.903497244704 0.6639859719438878 6 268812
60 124.04809619238478 27173.62124306671 0.6661382765531062 6 267090
61 124.44889779559118 27097.338988888714 0.6682905811623246 6 265368
62 124.8496993987976 27021.051174858923 0.6704428857715431 6 263646
63 125.250501002004 26944.76892068093 0.6725951903807614 6 261924
64 125.65130260521042 26868.55014196419 0.67474749498998 6 260203
65 126.05210420841684 26792.262327934397 0.6768997995991984 6 258481
66 126.45290581162325 26715.980073756407 0.6790521042084169 6 256759
67 126.85370741482966 26639.69781957841 0.6812044088176353 6 255037
68 127.25450901803607 26563.415565400413 0.6833567134268537 6 253315
69 127.65531062124248 26487.127751370626 0.6855090180360721 6 251593
70 128.0561122244489 26410.84549719263 0.6876613226452907 6 249871
71 128.4569138276553 26334.626718475887 0.689813627254509 6 248150
72 128.85771543086173 26258.3389044461 0.6919659318637276 6 246428
73 129.25851703406815 26182.0566502681 0.6941182364729459 6 244706
74 129.65931863727454 26105.774396090103 0.6962705410821642 6 242984
75 130.06012024048096 26029.49214191211 0.6984228456913827 6 241262
76 130.46092184368737 25953.20432788232 0.7005751503006011 6 239540
77 130.8617234468938 25877.277074070076 0.7027274549098197 5 237819
78 131.2625250501002 25801.708924852963 0.704879759519038 5 236097
79 131.66332665330663 25726.13667195241 0.7070320641282566 5 234375
80 132.06412825651302 25650.568522735288 0.7091843687374748 5 232653
81 132.46492985971943 25575.00037351817 0.7113366733466934 5 230931
82 132.86573146292585 25499.432224301057 0.7134889779559117 5 229209
83 133.26653306613227 25423.8599714005 0.7156412825651303 5 227487
84 133.6673346693387 25348.355006410962 0.7177935871743487 5 225766
85 134.06813627254508 25272.78685719384 0.719945891783567 5 224044
86 134.46893787575152 25197.214604293287 0.7220981963927856 5 222322
87 134.8697394789579 25121.646455076167 0.7242505010020039 5 220600
88 135.27054108216433 25046.078305859057 0.7264028056112224 5 218878
89 135.67134268537075 24970.506052958503 0.728555110220441 5 217156
90 136.07214428857716 24895.00108796896 0.7307074148296593 5 215435
91 136.47294589178358 24819.432938751845 0.7328597194388778 5 213713
92 136.87374749498997 24743.864789534724 0.7350120240480961 5 211991
93 137.2745490981964 24668.29253663417 0.7371643286573146 5 210269
94 137.6753507014028 24592.724387417056 0.739316633266533 5 208547
95 138.07615230460922 24517.15623819994 0.7414689378757515 5 206825
96 138.47695390781564 24441.647169526965 0.74362124248497 5 205104
97 138.87775551102203 24366.079020309848 0.7457735470941883 5 203382
98 139.27855711422845 24291.37393740676 0.7479258517034068 4 201660
99 139.67935871743487 24216.987635529404 0.7500781563126253 4 199938
100 140.08016032064128 24142.599280007358 0.7522304609218436 4 198216
101 140.4809619238477 24068.212978130003 0.7543827655310622 4 196494
102 140.88176352705412 23993.826676252647 0.7565350701402805 4 194772
103 141.28256513026054 23919.500992448495 0.7586873747494991 4 193051
104 141.68336673346693 23845.114690571136 0.7608396793587173 4 191329
105 142.08416833667334 23770.728388693777 0.7629919839679359 4 189607
106 142.48496993987976 23696.340033171735 0.7651442885771543 4 187885
107 142.88577154308618 23621.95373129438 0.7672965931863728 4 186163
108 143.2865731462926 23547.567429417024 0.7694488977955912 4 184441
109 143.68737474949899 23473.243799257554 0.7716012024048096 4 182720
110 144.0881763527054 23398.855443735512 0.773753507014028 4 180998
111 144.48897795591182 23324.469141858157 0.7759058116232466 4 179276
112 144.88977955911824 23250.0828399808 0.7780581162324649 4 177554
113 145.29058116232466 23175.69448445876 0.7802104208416835 4 175832
114 145.69138276553107 23101.308182581404 0.7823627254509018 4 174110
115 146.0921843687375 23026.92188070405 0.7845150300601204 4 172388
116 146.49298597194388 22952.59825054458 0.7866673346693386 4 170667
117 146.8937875751503 22878.209895022537 0.7888196392785571 4 168945
118 147.29458917835672 22803.82359314518 0.7909719438877756 4 167223
119 147.69539078156313 22729.437291267826 0.793124248496994 4 165501
120 148.09619238476955 22655.04893574578 0.7952765531062125 4 163779
121 148.49699398797594 22580.760701549138 0.7974288577154308 3 162057
122 148.89779559118236 22506.82485183411 0.7995811623246493 3 160336
123 149.29859719438878 22432.826510012335 0.8017334669338678 3 158614
124 149.6993987975952 22358.826653379274 0.8038857715430862 3 156892
125 150.1002004008016 22284.828311557496 0.8060380761523047 3 155170
126 150.501002004008 22210.829969735714 0.8081903807615229 3 153448
127 150.90180360721445 22136.83011310266 0.8103426853707416 3 151726
128 151.30260521042084 22062.894263387632 0.8124949899799598 3 150005
129 151.70340681362725 21988.89592156585 0.8146472945891784 3 148283
130 152.10420841683367 21914.89606493279 0.8167995991983968 3 146561
131 152.5050100200401 21840.897723111015 0.8189519038076153 3 144839
132 152.9058116232465 21766.899381289233 0.8211042084168337 3 143117
133 153.3066132264529 21692.901039467455 0.8232565130260521 3 141395
134 153.7074148296593 21618.901182834394 0.8254088176352705 3 139673
135 154.10821643286573 21544.96533311937 0.8275611222444891 3 137952
136 154.50901803607215 21470.966991297588 0.8297134268537074 3 136230
137 154.90981963927857 21396.967134664534 0.831865731462926 3 134508
138 155.31062124248496 21322.96879284275 0.8340180360721442 3 132786
139 155.7114228456914 21248.97045102097 0.8361703406813629 3 131064
140 156.1122244488978 21174.97210919919 0.8383226452905811 3 129342
141 156.5130260521042 21101.03474467289 0.8404749498997997 3 127621
142 156.91382765531063 21027.036402851107 0.8426272545090181 3 125899
143 157.31462925851704 20953.038061029325 0.8447795591182367 3 124177
144 157.71543086172346 20879.03820439627 0.846931863727455 3 122455
145 158.11623246492985 20805.039862574486 0.8490841683366732 3 120733
146 158.51703406813627 20731.041520752704 0.8512364729458918 3 119011
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