遗传算法001

input_data/input_firm_data/firms_devices.csv

@@ -1,61 +1,61 @@
 Firm_Code,相关细分行业,设备id,种类,设备单价数值,固定资产原值（万元人民币）,设备数量
-2311639124,34524,72,设备,140,737.674091690682,5.26910065493344
-762165453,34524,72,设备,140,614.728409742234,4.39091721244453
-2989649772,34525,64,设备,500,353266.3068118,706.5326136236
-25147774,34525,64,设备,500,122743.43558,245.48687116
-413876805,34526,60,设备,210,245.891363896894,1.17091125665188
-11807506,34526,60,设备,210,19609298.1959302,93377.6104568105
-3384021594,34527,67,设备,250,24097.3536618956,96.3894146475824
-413876805,34527,67,设备,250,245.891363896894,0.983565455587576
+805940123,34524,72,设备,140,64607.9558639089,461.485399027921
+286335813,34524,72,设备,140,14753.4818338136,105.382013098669
+2310534839,34525,64,设备,500,110282.276707757,220.564553415514
+3358892171,34525,64,设备,500,96134.749442,192.269498884
+280281699,34526,60,设备,210,1475.34818338136,7.02546753991124
+2310406050,34526,60,设备,210,11244.4463366792,53.5449825556152
+3268669333,34527,67,设备,250,2028.60375214937,8.11441500859748
+2345982379,34527,67,设备,250,4794.88159598943,19.1795263839577
 80158773,34528,69,设备,25,12635.7451105,505.42980442
-2343704209,34528,69,设备,25,71514.6399746746,2860.58559898698
-3312358902,34529,61,设备,350,66438.2226519953,189.823493291415
-80169705,34529,61,设备,350,49057.3516709158,140.163861916902
-27075840,34530,65,设备,700,240383.397345603,343.404853350861
-3077450214,34530,65,设备,700,25753.3271505,36.7904673578571
-2311352797,34531,71,设备,140,55205.024134511,394.321600960793
-22324879,34531,71,设备,140,32642.0785573127,233.157703980805
-4379631621,34532,73,设备,210,245.891363896894,1.17091125665188
-2349616974,34532,73,设备,210,31228.2032149055,148.705729594788
-423388486,34533,66,设备,100000,163646.093171967,1.63646093171967
-1679596339,34533,66,设备,100000,7602.68963569803,0.0760268963569803
-3164072929,34534,63,设备,700,798499.18961975,1140.71312802821
-22324879,34534,63,设备,700,32642.0785573127,46.631540796161
-1033972427,34535,59,设备,700,36282.327026942,51.8318957527743
+80158773,34528,69,设备,25,12635.7451105,505.42980442
+78979697,34529,61,设备,350,3444820.24820822,9842.3435663092
+644252759,34529,61,设备,350,1048581.46678551,2995.9470479586
+59234665,34530,65,设备,700,251695.047657333,359.56435379619
+758879940,34530,65,设备,700,50189.7546808333,71.6996495440476
+2989649772,34531,71,设备,140,353266.3068118,2523.33076294143
+2728939,34531,71,设备,140,359757.813985901,2569.69867132786
+157087137,34532,73,设备,210,4917.82727793788,23.4182251330375
+2334430421,34532,73,设备,210,58809.0178653405,280.042942215907
+6333996,34533,66,设备,100000,46655513.9670089,466.555139670089
+169978927,34533,66,设备,100000,1674991.23124933,16.7499123124933
+2728939,34534,63,设备,700,359757.813985901,513.939734265573
+205960791,34534,63,设备,700,1610605.73638088,2300.86533768697
+2349345463,34535,59,设备,700,74136.2462149135,105.908923164162
 3312358902,34535,59,设备,700,66438.2226519953,94.9117466457076
-354328758,34537,62,设备,140,4917.82727793788,35.1273376995563
-1044103384,34537,62,设备,140,424162.602722142,3029.73287658673
+1208566436,34537,62,设备,140,46908.019639,335.057283135714
+26487185,34537,62,设备,140,40598488.8632438,289989.206166027
+2350443114,34538,74,设备,500,3196.58773065962,6.39317546131924
 78979697,34538,74,设备,500,3444820.24820822,6889.64049641644
-2316430101,34538,74,设备,500,190407.310913344,380.814621826688
-2349076526,34539,68,设备,350,438376.609971396,1252.50459991827
-2347561020,34539,68,设备,350,23605.5709341018,67.444488383148
-11169556957,34543,70,设备,35,983.565455587577,28.1018701596451
+3118140206,34539,68,设备,350,3934.2618223503,11.240748063858
+676597455,34539,68,设备,350,40504.6693875284,115.72762682151
 2333843479,34543,70,设备,35,25746.1035943333,735.602959838094
-22324879,34544,83,设备,140,32642.0785573127,233.157703980805
-59234665,34544,83,设备,140,251695.047657333,1797.82176898095
-4995239819,34545,81,设备,210,491.782727793788,2.34182251330375
-2339136692,34545,81,设备,210,640144.399809059,3048.30666575742
-3327312155,34546,84,设备,70,4794.88159598943,68.4983085141347
-1389529309,34546,84,设备,70,32860.1214204911,469.430306007016
-18729484,34547,87,设备,70,505503.465899235,7221.47808427479
-3287925122,34547,87,设备,70,8729.14341833971,124.702048833424
-888662519,34548,89,设备,70,22130.2227507204,316.146039296006
+872394725,34543,70,设备,35,25724.5710310483,734.987743744237
+301209792,34544,83,设备,140,51111.2877957612,365.08062711258
+3386978614,34544,83,设备,140,380298.49535,2716.41782392857
+3146262808,34545,81,设备,210,491.782727793788,2.34182251330375
+815013249,34545,81,设备,210,245.891363896894,1.17091125665188
+3088175489,34546,84,设备,70,5037.29651092296,71.9613787274709
+2322986586,34546,84,设备,70,50682.8774590216,724.041106557451
+3154580688,34547,87,设备,70,245.891363896894,3.51273376995563
+3408810051,34547,87,设备,70,245.891363896894,3.51273376995563
+3043532438,34548,89,设备,70,26064.4845730707,372.349779615296
 443872531,34549,85,设备,50,217273.703527667,4345.47407055334
-24673506,34549,85,设备,50,3731195.01695067,74623.9003390134
-3065971313,34550,75,设备,70,134201.385594667,1917.16265135239
-830662620,34550,75,设备,70,262637.565598167,3751.96522283096
-2347561020,34551,88,设备,70,23605.5709341018,337.22244191574
-613464015,34551,88,设备,70,17409.1331735,248.701902478571
-2453696971,34552,82,设备,70,48907.0477203197,698.672110290281
-43566171,34552,82,设备,70,19425.4177478546,277.505967826494
-2311838590,34553,80,设备,21,53398.0289114503,2542.76328149763
-409663925,34553,80,设备,21,63931.7546131924,3044.36926729488
-3414534661,34554,77,设备,350,227798.54904047,650.852997258486
-3393219477,34554,77,设备,350,245.891363896894,0.702546753991126
-11175750477,34555,76,设备,21,39342.618223503,1873.458010643
-2311838590,34555,76,设备,21,53398.0289114503,2542.76328149763
-2321857672,34556,78,设备,70,172615.737455619,2465.93910650884
-146491012,34557,79,设备,350,172984.813296877,494.242323705363
-2311907103,34557,79,设备,350,61082.6578818333,174.521879662381
-3464943902,34558,86,设备,70,368.837045845341,5.26910065493344
-259923931,34558,86,设备,70,1426.16991060198,20.3738558657426
+2313262775,34549,85,设备,50,573.746515759419,11.4749303151884
+188458872,34550,75,设备,70,428752.574848217,6125.03678354596
+533879767,34550,75,设备,70,17933.2750664661,256.189643806659
+314284469,34551,88,设备,70,93478.8051045442,1335.41150149349
+3380230725,34551,88,设备,70,39166.3897750939,559.519853929913
+1452190980,34552,82,设备,70,1967.13091117515,28.101870159645
+2351960502,34552,82,设备,70,1475.34818338136,21.0764026197337
+830662620,34553,80,设备,21,262637.565598167,12506.5507427699
+3398677646,34553,80,设备,21,36420.8435164999,1734.32588173809
+613464015,34554,77,设备,350,17409.1331735,49.7403804957143
+2314892072,34554,77,设备,350,14999.3731977105,42.8553519934586
+170176299,34555,76,设备,21,9774.18171490151,465.43722451912
+3070844997,34555,76,设备,21,17704.1782005764,843.056104789352
+3119505684,34556,78,设备,70,8852.08910028818,126.458415718403
+441623911,34557,79,设备,350,79201.8446421667,226.290984691905
+3312358902,34557,79,设备,350,66438.2226519953,189.823493291415
+11197684487,34558,86,设备,70,245.891363896894,3.51273376995563
+2345116311,34558,86,设备,70,32603.9042950622,465.770061358031