質問編集履歴
2
皆さまありがとうございます。遺伝的アルゴリズムを学ぶには時間が足りないので問題を小さくして４個の組み合わせのみで考えることにしました。もともと自分で最適解を設定していたのでその答えが出たら成功ですが…
test
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test
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@@ -72,6 +72,8 @@
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kekkalist = []
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+
kekkalist4 = []
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+
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for r in range(0, nrows):
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@@ -112,7 +114,7 @@
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115
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-
kekkalist.append(j)
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+
# kekkalist.append(j)
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pass
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@@ -128,7 +130,7 @@
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if data[o,3] == data[p,3] and data[o,3] == data[v,3] and data[p,3] == data[v,3] and data[o,2] + data[p,2] + data[v,2] <= 2.0 and data[o,5] + data[p,5] + data[v,5] <= 2.56:
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130
132
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131
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-
kekkalist.append(j)
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+
# kekkalist.append(j)
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pass
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@@ -148,7 +150,7 @@
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if data[g,3] == data[u,3] and data[g,3] == data[a,3] and data[g,3] == data[z,3] and data[u,3] == data[z,3] and data[a,3] == data[u,3] and data[z,3] == data[a,3] and data[g,2] + data[u,2] + data[z,2] + data[a,2] <= 2.0 and data[g,5] + data[u,5] + data[z,5] + data[a,5] <= 2.56:
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151
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-
kekkalist.append(j)
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+
kekkalist4.append(j)
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@@ -170,7 +172,9 @@
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@@ -184,9 +188,79 @@
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a = 0
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-
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b = 0
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-
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c = 0
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d = 0
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e = 0
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f = 0
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g = 0
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h = 0
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j = 0
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l = 0
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m = 0
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n = 0
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o = 0
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p = 0
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q = 0
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r = 0
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s = 0
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t = 0
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u = 0
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v = 0
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w = 0
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x = 0
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ab=0
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ac=0
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ad=0
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ae=0
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af=0
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ag=0
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ah=0
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ai=0
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aj=0
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ak=0
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al=0
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am=0
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an=0
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ao=0
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189
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-
for i, _ in enumerate(kekkalist,9):
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+
for i, _ in enumerate(kekkalist4,9):
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190
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265
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if i == 10:
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@@ -194,19 +268,19 @@
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194
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195
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196
270
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197
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-
for k in itertools.combinations(kekkalist, r=i):
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271
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+
for k in itertools.combinations(kekkalist4, r=i):
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198
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-
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272
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+
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199
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-
for y in range(0,
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273
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+
for y in range(0,9):
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200
274
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201
275
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z += len(k[y])
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202
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-
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277
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# if z == 43:
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-
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278
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205
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-
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+
# print(k)
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208
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209
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-
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+
if y == 0:
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284
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z = 0
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@@ -280,158 +354,156 @@
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an=0
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356
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-
ao=0
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357
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+
ao=0
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284
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-
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285
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-
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286
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-
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287
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-
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-
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358
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+
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359
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+
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360
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+
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289
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-
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361
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+
if k[y].count(1.0) == 1:
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290
362
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291
363
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a += 1
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292
364
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293
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-
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365
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+
if k[y].count(2.0) == 1:
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294
366
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295
367
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b += 1
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296
368
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297
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-
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369
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+
if k[y].count(3.0) == 1:
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298
370
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299
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c += 1
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300
372
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301
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-
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373
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+
if k[y].count(4.0) == 1:
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302
374
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303
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d += 1
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304
376
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305
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-
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377
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+
if k[y].count(5.0) == 1:
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306
378
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307
379
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e += 1
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308
380
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309
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-
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381
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+
if k[y].count(6.0) == 1:
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310
382
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311
383
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f += 1
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312
384
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313
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-
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385
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+
if k[y].count(7.0) == 1:
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314
386
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315
387
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g += 1
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316
388
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317
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-
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389
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+
if k[y].count(8.0) == 1:
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318
390
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319
391
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h += 1
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320
392
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321
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-
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393
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+
if k[y].count(9.0) == 1:
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322
394
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323
395
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j += 1
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324
396
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325
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-
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397
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+
if k[y].count(10.0) == 1:
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326
398
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327
399
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l += 1
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328
400
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329
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-
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401
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+
if k[y].count(11.0) == 1:
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330
402
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331
403
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m += 1
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332
404
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333
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-
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405
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+
if k[y].count(12.0) == 1:
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334
406
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335
407
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n += 1
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336
408
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337
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-
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409
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+
if k[y].count(13.0) == 1:
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338
410
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339
411
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o += 1
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340
412
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341
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-
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413
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+
if k[y].count(14.0) == 1:
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342
414
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343
415
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p += 1
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344
416
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345
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-
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417
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+
if k[y].count(15.0) == 1:
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346
418
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347
419
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q += 1
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348
420
|
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349
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-
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421
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+
if k[y].count(16.0) == 1:
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350
422
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351
423
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r += 1
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352
424
|
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353
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-
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|
425
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+
if k[y].count(17.0) == 1:
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354
426
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355
427
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s += 1
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356
428
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357
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-
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429
|
+
if k[y].count(18.0) == 1:
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358
430
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359
431
|
t += 1
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360
432
|
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361
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-
|
|
433
|
+
if k[y].count(19.0) == 1:
|
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362
434
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363
435
|
u += 1
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|
364
436
|
|
|
365
|
-
|
|
437
|
+
if k[y].count(20.0) == 1:
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366
438
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367
439
|
v += 1
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|
368
440
|
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|
369
|
-
|
|
441
|
+
if k[y].count(21.0) == 1:
|
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370
442
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371
443
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w += 1
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372
444
|
|
|
373
|
-
|
|
445
|
+
if k[y].count(22.0) == 1:
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374
446
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375
447
|
x += 1
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|
376
448
|
|
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377
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-
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|
449
|
+
if k[y].count(23.0) == 1:
|
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378
450
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|
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379
451
|
ab += 1
|
|
380
452
|
|
|
381
|
-
|
|
453
|
+
if k[y].count(24.0) == 1:
|
|
382
454
|
|
|
383
455
|
ac += 1
|
|
384
456
|
|
|
385
|
-
|
|
457
|
+
if k[y].count(25.0) == 1:
|
|
386
458
|
|
|
387
459
|
ad+= 1
|
|
388
460
|
|
|
389
|
-
|
|
461
|
+
if k[y].count(26.0) == 1:
|
|
390
462
|
|
|
391
463
|
ae += 1
|
|
392
464
|
|
|
393
|
-
|
|
465
|
+
if k[y].count(27.0) == 1:
|
|
394
466
|
|
|
395
467
|
af += 1
|
|
396
468
|
|
|
397
|
-
|
|
469
|
+
if k[y].count(28.0) == 1:
|
|
398
470
|
|
|
399
471
|
ag += 1
|
|
400
472
|
|
|
401
|
-
|
|
473
|
+
if k[y].count(29.0) == 1:
|
|
402
474
|
|
|
403
475
|
ah += 1
|
|
404
476
|
|
|
405
|
-
|
|
477
|
+
if k[y].count(30.0) == 1:
|
|
406
478
|
|
|
407
479
|
ai += 1
|
|
408
480
|
|
|
409
|
-
|
|
481
|
+
if k[y].count(31.0) == 1:
|
|
410
482
|
|
|
411
483
|
aj += 1
|
|
412
484
|
|
|
413
|
-
|
|
485
|
+
if k[y].count(32.0) == 1:
|
|
414
486
|
|
|
415
487
|
ak += 1
|
|
416
488
|
|
|
417
|
-
|
|
489
|
+
if k[y].count(33.0) == 1:
|
|
418
490
|
|
|
419
491
|
al += 1
|
|
420
492
|
|
|
421
|
-
|
|
493
|
+
if k[y].count(34.0) == 1:
|
|
422
494
|
|
|
423
495
|
am += 1
|
|
424
496
|
|
|
425
|
-
|
|
497
|
+
if k[y].count(35.0) == 1:
|
|
426
498
|
|
|
427
499
|
an += 1
|
|
428
500
|
|
|
429
|
-
|
|
501
|
+
if k[y].count(36.0) == 1:
|
|
430
502
|
|
|
431
503
|
ao += 1
|
|
432
504
|
|
|
433
|
-
|
|
434
|
-
|
|
435
|
-
|
|
505
|
+
if all([a,b,c,d,e,f,g,h,j,l,m,n,o,p,q,r,s,t,u,v,w,x,ab,ac,ad,ae,af,ag,ah,ai,aj,ak,al,am,an,ao]) == True:
|
|
506
|
+
|
|
507
|
+
print (k)
|
|
436
508
|
|
|
437
509
|
```
|
1
皆さんのアドバイスを踏まえコードを書き直しました。処理に時間がかかり計算結果は出ていません。
test
CHANGED
|
File without changes
|
test
CHANGED
|
@@ -68,9 +68,11 @@
|
|
|
68
68
|
|
|
69
69
|
seibunlist = []
|
|
70
70
|
|
|
71
|
+
taisekilist = []
|
|
72
|
+
|
|
71
73
|
kekkalist = []
|
|
72
74
|
|
|
73
|
-
|
|
75
|
+
|
|
74
76
|
|
|
75
77
|
for r in range(0, nrows):
|
|
76
78
|
|
|
@@ -88,6 +90,8 @@
|
|
|
88
90
|
|
|
89
91
|
seibunlist.append(data[r,3])
|
|
90
92
|
|
|
93
|
+
taisekilist.append(data[r,5])
|
|
94
|
+
|
|
91
95
|
|
|
92
96
|
|
|
93
97
|
for i, _ in enumerate(surablist, 2):
|
|
@@ -104,10 +108,14 @@
|
|
|
104
108
|
|
|
105
109
|
m = int(j[1]-1)
|
|
106
110
|
|
|
107
|
-
if data[n,3] == data[m,3] and data[n,2] + data[m,2] <= 2.0:
|
|
111
|
+
if data[n,3] == data[m,3] and data[n,2] + data[m,2] <= 2.0 and data[n,5] + data[m,5] <=2.56:
|
|
112
|
+
|
|
113
|
+
|
|
108
114
|
|
|
109
115
|
kekkalist.append(j)
|
|
110
116
|
|
|
117
|
+
pass
|
|
118
|
+
|
|
111
119
|
|
|
112
120
|
|
|
113
121
|
elif i == 3:
|
|
@@ -118,10 +126,14 @@
|
|
|
118
126
|
|
|
119
127
|
v = int(j[2]-1)
|
|
120
128
|
|
|
121
|
-
if data[o,3] == data[p,3] and data[o,3] == data[v,3] and data[p,3] == data[v,3] and data[o,2] + data[p,2] + data[v,2] <= 2.0:
|
|
129
|
+
if data[o,3] == data[p,3] and data[o,3] == data[v,3] and data[p,3] == data[v,3] and data[o,2] + data[p,2] + data[v,2] <= 2.0 and data[o,5] + data[p,5] + data[v,5] <= 2.56:
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122
130
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123
131
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kekkalist.append(j)
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124
132
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133
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+
pass
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134
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+
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135
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+
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136
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+
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125
137
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126
138
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127
139
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elif i == 4:
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@@ -134,7 +146,7 @@
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134
146
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135
147
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a = int(j[3]-1)
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136
148
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137
|
-
if data[g,3] == data[u,3] and data[g,3] == data[a,3] and data[g,3] == data[z,3] and data[u,3] == data[z,3] and data[a,3] == data[u,3] and data[z,3] == data[a,3] and data[g,2] + data[u,2] + data[z,2] + data[a,2] <= 2.0:
|
|
149
|
+
if data[g,3] == data[u,3] and data[g,3] == data[a,3] and data[g,3] == data[z,3] and data[u,3] == data[z,3] and data[a,3] == data[u,3] and data[z,3] == data[a,3] and data[g,2] + data[u,2] + data[z,2] + data[a,2] <= 2.0 and data[g,5] + data[u,5] + data[z,5] + data[a,5] <= 2.56:
|
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138
150
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139
151
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kekkalist.append(j)
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140
152
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@@ -152,28 +164,274 @@
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152
164
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153
165
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h = int(j[4]-1)
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154
166
|
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155
|
-
if data[q,3] == data[w,3] and data[q,3] == data[f,3] and data[q,3] == data[e,3] and data[q,3] == data[h,3] and data[w,3] == data[e,3] and data[f,3] == data[w,3] and data[h,3] == data[w,3] and data[e,3] == data[f,3] and data[e,3] == data[h,3] and data[f,3] == data[h,3] and data[q,2] + data[w,2] + data[e,2] + data[f,2] + data[h,2] <= 2.0:
|
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167
|
+
if data[q,3] == data[w,3] and data[q,3] == data[f,3] and data[q,3] == data[e,3] and data[q,3] == data[h,3] and data[w,3] == data[e,3] and data[f,3] == data[w,3] and data[h,3] == data[w,3] and data[e,3] == data[f,3] and data[e,3] == data[h,3] and data[f,3] == data[h,3] and data[q,2] + data[w,2] + data[e,2] + data[f,2] + data[h,2] <= 2.0 and data[q,5] + data[w,5] + data[e,5] + data[f,5] + data[h,5] <= 2.56:
|
|
156
168
|
|
|
157
169
|
kekkalist.append(j)
|
|
158
170
|
|
|
159
171
|
|
|
160
172
|
|
|
161
|
-
|
|
162
|
-
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163
|
-
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|
164
|
-
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|
165
|
-
|
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166
|
-
|
|
167
|
-
|
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168
|
-
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|
169
|
-
|
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170
|
-
|
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171
|
-
|
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172
|
-
|
|
173
|
-
|
|
174
|
-
|
|
175
|
-
|
|
176
|
-
|
|
177
|
-
|
|
173
|
+
kekkalist.reverse()
|
|
174
|
+
|
|
175
|
+
|
|
176
|
+
|
|
177
|
+
|
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178
|
+
|
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179
|
+
|
|
180
|
+
|
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181
|
+
|
|
182
|
+
|
|
183
|
+
z = 0
|
|
184
|
+
|
|
185
|
+
a = 0
|
|
186
|
+
|
|
187
|
+
|
|
188
|
+
|
|
189
|
+
for i, _ in enumerate(kekkalist,9):
|
|
190
|
+
|
|
191
|
+
if i == 10:
|
|
192
|
+
|
|
193
|
+
break
|
|
194
|
+
|
|
195
|
+
|
|
196
|
+
|
|
197
|
+
for k in itertools.combinations(kekkalist, r=i):
|
|
198
|
+
|
|
199
|
+
for y in range(0,i):
|
|
200
|
+
|
|
201
|
+
z += len(k[y])
|
|
202
|
+
|
|
203
|
+
if z == 36:
|
|
204
|
+
|
|
205
|
+
print(k)
|
|
206
|
+
|
|
207
|
+
|
|
208
|
+
|
|
209
|
+
if y == 0:
|
|
210
|
+
|
|
211
|
+
z = 0
|
|
212
|
+
|
|
213
|
+
a = 0
|
|
214
|
+
|
|
215
|
+
b = 0
|
|
216
|
+
|
|
217
|
+
c = 0
|
|
218
|
+
|
|
219
|
+
d = 0
|
|
220
|
+
|
|
221
|
+
e = 0
|
|
222
|
+
|
|
223
|
+
f = 0
|
|
224
|
+
|
|
225
|
+
g = 0
|
|
226
|
+
|
|
227
|
+
h = 0
|
|
228
|
+
|
|
229
|
+
j = 0
|
|
230
|
+
|
|
231
|
+
l = 0
|
|
232
|
+
|
|
233
|
+
m = 0
|
|
234
|
+
|
|
235
|
+
n = 0
|
|
236
|
+
|
|
237
|
+
o = 0
|
|
238
|
+
|
|
239
|
+
p = 0
|
|
240
|
+
|
|
241
|
+
q = 0
|
|
242
|
+
|
|
243
|
+
r = 0
|
|
244
|
+
|
|
245
|
+
s = 0
|
|
246
|
+
|
|
247
|
+
t = 0
|
|
248
|
+
|
|
249
|
+
u = 0
|
|
250
|
+
|
|
251
|
+
v = 0
|
|
252
|
+
|
|
253
|
+
w = 0
|
|
254
|
+
|
|
255
|
+
x = 0
|
|
256
|
+
|
|
257
|
+
ab=0
|
|
258
|
+
|
|
259
|
+
ac=0
|
|
260
|
+
|
|
261
|
+
ad=0
|
|
262
|
+
|
|
263
|
+
ae=0
|
|
264
|
+
|
|
265
|
+
af=0
|
|
266
|
+
|
|
267
|
+
ag=0
|
|
268
|
+
|
|
269
|
+
ah=0
|
|
270
|
+
|
|
271
|
+
ai=0
|
|
272
|
+
|
|
273
|
+
aj=0
|
|
274
|
+
|
|
275
|
+
ak=0
|
|
276
|
+
|
|
277
|
+
al=0
|
|
278
|
+
|
|
279
|
+
am=0
|
|
280
|
+
|
|
281
|
+
an=0
|
|
282
|
+
|
|
283
|
+
ao=0
|
|
284
|
+
|
|
285
|
+
|
|
286
|
+
|
|
287
|
+
|
|
288
|
+
|
|
289
|
+
if k[y].count(1.0) == 1:
|
|
290
|
+
|
|
291
|
+
a += 1
|
|
292
|
+
|
|
293
|
+
if k[y].count(2.0) == 1:
|
|
294
|
+
|
|
295
|
+
b += 1
|
|
296
|
+
|
|
297
|
+
if k[y].count(3.0) == 1:
|
|
298
|
+
|
|
299
|
+
c += 1
|
|
300
|
+
|
|
301
|
+
if k[y].count(4.0) == 1:
|
|
302
|
+
|
|
303
|
+
d += 1
|
|
304
|
+
|
|
305
|
+
if k[y].count(5.0) == 1:
|
|
306
|
+
|
|
307
|
+
e += 1
|
|
308
|
+
|
|
309
|
+
if k[y].count(6.0) == 1:
|
|
310
|
+
|
|
311
|
+
f += 1
|
|
312
|
+
|
|
313
|
+
if k[y].count(7.0) == 1:
|
|
314
|
+
|
|
315
|
+
g += 1
|
|
316
|
+
|
|
317
|
+
if k[y].count(8.0) == 1:
|
|
318
|
+
|
|
319
|
+
h += 1
|
|
320
|
+
|
|
321
|
+
if k[y].count(9.0) == 1:
|
|
322
|
+
|
|
323
|
+
j += 1
|
|
324
|
+
|
|
325
|
+
if k[y].count(10.0) == 1:
|
|
326
|
+
|
|
327
|
+
l += 1
|
|
328
|
+
|
|
329
|
+
if k[y].count(11.0) == 1:
|
|
330
|
+
|
|
331
|
+
m += 1
|
|
332
|
+
|
|
333
|
+
if k[y].count(12.0) == 1:
|
|
334
|
+
|
|
335
|
+
n += 1
|
|
336
|
+
|
|
337
|
+
if k[y].count(13.0) == 1:
|
|
338
|
+
|
|
339
|
+
o += 1
|
|
340
|
+
|
|
341
|
+
if k[y].count(14.0) == 1:
|
|
342
|
+
|
|
343
|
+
p += 1
|
|
344
|
+
|
|
345
|
+
if k[y].count(15.0) == 1:
|
|
346
|
+
|
|
347
|
+
q += 1
|
|
348
|
+
|
|
349
|
+
if k[y].count(16.0) == 1:
|
|
350
|
+
|
|
351
|
+
r += 1
|
|
352
|
+
|
|
353
|
+
if k[y].count(17.0) == 1:
|
|
354
|
+
|
|
355
|
+
s += 1
|
|
356
|
+
|
|
357
|
+
if k[y].count(18.0) == 1:
|
|
358
|
+
|
|
359
|
+
t += 1
|
|
360
|
+
|
|
361
|
+
if k[y].count(19.0) == 1:
|
|
362
|
+
|
|
363
|
+
u += 1
|
|
364
|
+
|
|
365
|
+
if k[y].count(20.0) == 1:
|
|
366
|
+
|
|
367
|
+
v += 1
|
|
368
|
+
|
|
369
|
+
if k[y].count(21.0) == 1:
|
|
370
|
+
|
|
371
|
+
w += 1
|
|
372
|
+
|
|
373
|
+
if k[y].count(22.0) == 1:
|
|
374
|
+
|
|
375
|
+
x += 1
|
|
376
|
+
|
|
377
|
+
if k[y].count(23.0) == 1:
|
|
378
|
+
|
|
379
|
+
ab += 1
|
|
380
|
+
|
|
381
|
+
if k[y].count(24.0) == 1:
|
|
382
|
+
|
|
383
|
+
ac += 1
|
|
384
|
+
|
|
385
|
+
if k[y].count(25.0) == 1:
|
|
386
|
+
|
|
387
|
+
ad+= 1
|
|
388
|
+
|
|
389
|
+
if k[y].count(26.0) == 1:
|
|
390
|
+
|
|
391
|
+
ae += 1
|
|
392
|
+
|
|
393
|
+
if k[y].count(27.0) == 1:
|
|
394
|
+
|
|
395
|
+
af += 1
|
|
396
|
+
|
|
397
|
+
if k[y].count(28.0) == 1:
|
|
398
|
+
|
|
399
|
+
ag += 1
|
|
400
|
+
|
|
401
|
+
if k[y].count(29.0) == 1:
|
|
402
|
+
|
|
403
|
+
ah += 1
|
|
404
|
+
|
|
405
|
+
if k[y].count(30.0) == 1:
|
|
406
|
+
|
|
407
|
+
ai += 1
|
|
408
|
+
|
|
409
|
+
if k[y].count(31.0) == 1:
|
|
410
|
+
|
|
411
|
+
aj += 1
|
|
412
|
+
|
|
413
|
+
if k[y].count(32.0) == 1:
|
|
414
|
+
|
|
415
|
+
ak += 1
|
|
416
|
+
|
|
417
|
+
if k[y].count(33.0) == 1:
|
|
418
|
+
|
|
419
|
+
al += 1
|
|
420
|
+
|
|
421
|
+
if k[y].count(34.0) == 1:
|
|
422
|
+
|
|
423
|
+
am += 1
|
|
424
|
+
|
|
425
|
+
if k[y].count(35.0) == 1:
|
|
426
|
+
|
|
427
|
+
an += 1
|
|
428
|
+
|
|
429
|
+
if k[y].count(36.0) == 1:
|
|
430
|
+
|
|
431
|
+
ao += 1
|
|
432
|
+
|
|
433
|
+
|
|
434
|
+
|
|
435
|
+
print(a,b,c,d,e,f,g,h,j,l,m,n,o,p,q,r,s,t,u,v,w,x,ab,ac,ad,ae,af,ag,ah,ai,aj,ak,al,am,an,ao)
|
|
178
436
|
|
|
179
437
|
```
|