New Results  Filipe Brandão's Homepage

Arc Flow Formulation (w/ graph compression) Results: SCH/WAE

Results for Brandão, F. (2012). Bin Packing and Related Problems: Pattern-Based Approaches. Master’s thesis
17,487 benchmark instances solved in 5 days (less than 25 seconds per instance, on average).
Computer: 2 x Quad-Core Intel Xeon at 2.66GHz, Mac OS X 10.8.0, 16 GBytes of memory
Solver: Gurobi 5.0.0, Threads = 1 (single thread), Presolve = 1 (conservative),
Method = 2 (interior point methods), MIPFocus = 1 (feasible solutions),
Heuristics = 1, MIPGap = 0, MIPGapAbs = 1-10^5, Download Logs

NameTypeDescription#Solved#Total
Bin PackingBPP1D Bin-Packing Problems from FALKENAUER (1996).160 160
SchollBPP1D Bin-Packing Problems from SCHOLL/KLEIN/JUERGENS (1997).1210 1210
Hard28BPPThe 28 VERY hard BPP instances of J. Schoenfield (with m from 140 to 200).28 28
SCH/WAEBPP1D Bin-Packing Problems from SCHWERIN/WAESCHER (1998).200 200
WAE/GAUBPP1D Bin-Packing Problems from WAESCHER/GAU (1996).17 17
Cutting StockCSP1D Bin-Packing Problems from FALKENAUER (1996) [demand x 10^6].160 160
CutgenCSPCUTGEN (Gau and Wascher, 1995).1800 1800
FiberCSPInstances taken from a real application in a paper tube industry in Japan.39 39
Bin Packing CardCardInstances from FALKENAUER (1996) [with cardinality constraints].720 720
Scholl CardCard1D Bin-Packing Problems from SCHOLL/KLEIN/JUERGENS (1997) [with cardinality constraints].3748 3748
Hard28 CardCardThe 28 VERY hard BPP instances of J. Schoenfield (with m from 140 to 200) [with cardinality constraints].56 56
SCH/WAE CardCard1D Bin-Packing Problems from SCHWERIN/WAESCHER (1998) [with cardinality constraints].1000 1000
WAE/GAU CardCard1D Bin-Packing Problems from WAESCHER/GAU (1996) [with cardinality constraints].131 131
Cutting Stock CardCardInstances from FALKENAUER (1996) [demand x 10^6; with cardinality constraints].320 320
Cutgen CardCardCUTGEN (Gau and Wascher, 1995) [with cardinality constraints].7299 7299
Fiber CardCardInstances taken from a real applications in a paper tube industry in Japan [with cardinality constraints].279 279
Two-Constraint BPP2CBPTwo-Constraint Bin Packing instances of Spieksma/Caprara/Toth.320 400
total run time
graph reduction (vertices)graph reduction (arcs)
nameWnmzlb_lplb_sp#v1#a1#v2#a2#v3#a3#v4#a4%v%an_bbt_ppt_lpt_ipttzffdbfda_ffda_bfdr_ffdr_bfd
SCH_WAE11000.0100.044.0 18.017.7117.46 690.611636.715056.440368.4306.63742.0202.93518.229.430.2 0.000.080.080.450.61  18.019.019.01.01.00.06 0.06
SCH_WAE21000.0120.046.2 21.921.3221.00 694.312443.516117.143289.0316.13999.5208.83771.830.130.3 0.000.090.080.400.56  21.923.023.01.11.10.05 0.05
nameWnmzlb_lplb_sp#v1#a1#v2#a2#v3#a3#v4#a4%v%an_bbt_ppt_lpt_ipttzffdbfda_ffda_bfdr_ffdr_bfd
BPP_1100010046 1817.5417.33 7001265516412440793103913200367628.629.0 00.090.070.310.47  181919110.06 0.06
BPP_2100010047 1817.5717.37 6981256716275437213274043216380330.930.3 00.090.090.360.54  181919110.06 0.06
BPP_3100010044 1817.6017.34 6881223415845425483103875209366030.429.9 00.080.080.320.48  181919110.06 0.06
BPP_4100010042 1817.7417.48 6881177915274409512983667199345028.929.3 00.080.070.240.39  181919110.06 0.06
BPP_5100010044 1817.6017.46 6961161215026402723003588198337528.429.1 00.080.080.530.69  181919110.06 0.06
BPP_6100010048 1817.9317.60 6971300116895453973184139208390329.830.0 00.080.080.861.02  181919110.06 0.06
BPP_7100010043 1817.7917.53 6931098414111378202943429198322428.629.4 00.070.070.260.40  181919110.06 0.06
BPP_8100010044 1817.8117.59 6981213615704421483063689201346628.828.6 00.080.070.270.42  181919110.06 0.06
BPP_9100010045 1817.8817.55 6851145914839397673104010211379830.833.1 00.080.070.510.66  181919110.06 0.06
BPP_10100010041 1817.5717.34 6881013513011347812843502197331528.632.7 00.070.070.300.44  181919110.06 0.06
BPP_11100010045 1817.9317.66 6951198415512416183083809200357228.829.8 00.080.080.510.67  181919110.06 0.06
BPP_12100010044 1817.7317.50 6891221215876425863033995204378029.631.0 00.090.080.310.48  181919110.06 0.06
BPP_13100010043 1817.6617.42 6881118314519388452993842203363029.532.5 00.080.080.921.08  181919110.06 0.06
BPP_14100010044 1817.9117.46 6861108014265382382973714196348928.631.5 00.070.070.280.42  181919110.06 0.06
BPP_15100010042 1817.2817.17 6881168015116405363033707204349829.729.9 00.080.080.340.50  181919110.06 0.06
BPP_16100010045 1817.5917.37 6911222515827424973113799207357930.029.3 00.090.090.280.46  181919110.06 0.06
BPP_17100010043 1817.8817.57 6921177215313410143083882206366229.831.1 00.080.080.630.79  181919110.06 0.06
BPP_18100010042 1817.9117.57 6821062413795368502913409195320028.630.1 00.070.060.440.57  181919110.06 0.06
BPP_19100010044 1817.9617.66 6931103914246381453053692199346328.731.4 00.070.070.850.99  181919110.06 0.06
BPP_20100010048 1817.8817.59 6931226015919427123194222211398130.432.5 00.080.090.250.42  181919110.06 0.06
BPP_21100010046 1817.7117.47 6971195315432414233113907207368029.730.8 00.080.080.760.92  181919110.06 0.06
BPP_22100010046 1817.9017.56 6881161715085404113124031207380030.132.7 00.080.080.320.48  181919110.06 0.06
BPP_23100010042 1817.8817.53 6861143214727395142983636200341929.229.9 00.080.071.171.32  181919110.06 0.06
BPP_24100010045 1817.5517.40 6971203915588418213083823206360829.630.0 00.080.080.600.76  181919110.06 0.06
BPP_25100010042 1817.8117.53 6891097914168379372953547197333828.630.4 00.080.070.520.67  181919110.06 0.06
BPP_26100010043 1817.8517.61 6891100714231380913003525203332029.530.2 00.070.070.270.41  181919110.06 0.06
BPP_27100010045 1817.8017.56 6961173115210407593123872210364930.231.1 00.080.080.580.74  181919110.06 0.06
BPP_28100010045 1817.7617.43 6801202215580418223263765200350629.429.2 00.080.070.270.42  181919110.06 0.06
BPP_29100010045 1817.8017.48 6841170615091405203113671207344430.329.4 00.080.080.640.80  181919110.06 0.06
BPP_30100010046 1817.6317.40 6971257116300437773023914194367827.829.3 00.090.080.320.49  181919110.06 0.06
BPP_31100010044 1817.8517.56 6871137614726394543013688201348129.330.6 00.080.070.790.94  181919110.06 0.06
BPP_32100010042 1817.6517.40 6921115014418386023023524206331029.829.7 00.080.070.300.45  181919110.06 0.06
BPP_33100010043 1817.8417.59 6971111114388384933023846201362928.832.7 00.080.080.260.42  181919110.06 0.06
BPP_34100010048 1817.9117.62 7001319117149460893224216212397830.330.2 00.100.090.750.94  181919110.06 0.06
BPP_35100010042 1817.3317.23 6911171015148406243043584206337229.828.8 00.080.080.240.40  181919110.06 0.06
BPP_36100010046 1817.5717.39 6891236316042430693133896207366930.029.7 00.090.080.550.72  181919110.06 0.06
BPP_37100010041 1817.9717.56 6871045613459360002893513192329827.931.5 00.070.070.300.44  181919110.06 0.06
BPP_38100010042 1817.6717.46 6921106314311383013083662209344230.231.1 00.080.070.340.49  181919110.06 0.06
BPP_39100010044 1817.4617.30 6941230015956428243173898208365530.029.7 00.090.080.310.48  181919110.06 0.06
BPP_40100010045 1817.5817.35 6891208215636419763323739207347230.028.7 00.080.080.260.42  181919110.06 0.06
BPP_41100010044 1817.5617.35 6891187615415413283023831206362829.930.5 00.080.080.260.42  181919110.06 0.06
BPP_42100010042 1817.7117.46 6911093414165378822953603198339528.731.0 00.080.070.750.90  181919110.06 0.06
BPP_43100010044 1817.7717.50 6901078013853371063013654201344029.131.9 00.070.070.440.58  181919110.06 0.06
BPP_44100010046 1817.7417.55 7001185415378412103053864209365529.930.8 00.080.080.290.45  181919110.06 0.06
BPP_45100010044 1817.6517.43 6931183715365411813063922211371630.431.4 00.080.080.300.46  181919110.06 0.06
BPP_46100010048 1817.8017.51 6931290716796451133174145205389729.630.2 00.090.091.101.28  181919110.06 0.06
BPP_47100010042 1817.3217.19 6671074713862371373043235193300528.928.0 00.070.070.230.37  181919110.06 0.06
BPP_48100010044 1817.8517.60 6961191215394413083073743203352029.229.6 00.080.070.250.40  181919110.06 0.06
BPP_49100010042 1817.5917.45 6921141014698394222913410198321328.628.2 00.080.070.490.64  181919110.06 0.06
BPP_50100010041 1817.6817.48 6921120014498388123013564209336930.230.1 00.080.080.560.72  181919110.06 0.06
BPP_51100010045 1817.5917.39 6961246516133433393183976216375831.030.1 00.090.080.620.79  181919110.06 0.06
BPP_52100010043 1817.6017.45 6831175315282409512963589197337828.828.7 00.080.070.240.39  181919110.06 0.06
BPP_53100010045 1817.5817.39 6971215515735422313173848213362230.629.8 00.080.080.380.54  181919110.06 0.06
BPP_54100010043 1817.8917.63 6851081013979373983343498195319328.529.5 00.080.070.420.57  181919110.06 0.06
BPP_55100010048 1817.2617.16 6971288316722449333254187202391529.030.4 00.080.080.320.48  181919110.06 0.06
BPP_56100010041 1817.7317.42 6871062613702366562893485196328728.530.9 00.070.070.840.98  181919110.06 0.06
BPP_57100010044 1817.8417.48 6801130214640392223043778200355729.431.5 00.080.080.210.37  181919110.06 0.06
BPP_58100010042 1817.4617.29 6911090014059376363023570204335329.530.8 00.080.060.200.34  181919110.06 0.06
BPP_59100010042 1817.6717.44 6931126114501388773023591205338229.630.0 00.080.080.200.36  181919110.06 0.06
BPP_60100010045 1817.6317.41 6961164115099404473023825200361228.731.0 00.080.070.250.40  181919110.06 0.06
BPP_61100010040 1817.5817.33 6811087914010375373043213189296727.827.3 00.070.060.250.38  181919110.06 0.06
BPP_62100010042 1817.5917.37 6901094414094377522933508195329028.330.1 00.080.080.300.46  181919110.06 0.06
BPP_63100010045 1817.7617.48 6961152114957400433033868206366029.631.8 00.080.081.201.36  181919110.06 0.06
BPP_64100010047 1817.7917.55 6961303516958455593184127209389230.029.9 00.090.090.500.68  181919110.06 0.06
BPP_65100010046 1817.7117.49 6911222915811424693133893204364829.529.8 00.080.080.830.99  181919110.06 0.06
BPP_66100010046 1817.8617.61 6941269416542443903184013209376830.129.7 00.090.090.320.50  181919110.06 0.06
BPP_67100010043 1817.7017.46 6931208615641419823113762205352829.629.2 00.090.070.830.99  181919110.06 0.06
BPP_68100010042 1817.6917.47 6941062413628364923033485202326829.130.8 00.070.060.490.62  181919110.06 0.06
BPP_69100010044 1817.9017.56 6901127014576390423043896204368229.632.7 00.080.080.680.84  181919110.06 0.06
BPP_70100010046 1817.9317.61 6901224215937427363134125208389930.131.8 00.080.080.220.38  181919110.06 0.06
BPP_71100010042 1817.8417.57 6821078013948373123253517200325029.330.1 00.070.071.711.85  181919110.06 0.06
BPP_72100010046 1817.8117.61 6971256916291437573163986213376630.630.0 00.090.090.290.47  181919110.06 0.06
BPP_73100010042 1817.6917.45 6901118114391385832983490199327428.829.3 00.080.070.981.13  181919110.06 0.06
BPP_74100010041 1817.9317.53 6841048713514361473033196171291325.027.8 00.070.050.180.30  181919110.06 0.06
BPP_75100010044 1817.9317.61 6911207315680420513073898203366729.430.4 00.090.080.350.52  181919110.06 0.06
BPP_76100010045 1817.7217.47 6951213815667420823023699200348128.828.7 00.080.080.901.06  181919110.06 0.06
BPP_77100010046 1817.3417.18 6981266816440441523143979205374129.429.5 00.080.090.290.46  181919110.06 0.06
BPP_78100010039 1817.9617.71 681994512741340652962927181268526.627.0 00.070.050.140.26  181919110.06 0.06
BPP_79100010045 1817.7717.47 6901202115519416793063874200365129.030.4 00.080.080.530.69  181919110.06 0.06
BPP_80100010041 1817.3817.24 6831112914356384753003582203337829.730.4 00.080.070.290.44  181919110.06 0.06
BPP_81100010042 1817.9217.64 6811088114039375972943590199338429.231.1 00.080.070.230.38  181919110.06 0.06
BPP_82100010041 1817.7017.46 6921036613339356602973500204330229.531.9 00.070.070.310.45  181919110.06 0.06
BPP_83100010045 1817.9817.63 6991195315498415513043725196349228.029.2 00.080.070.230.38  181919110.06 0.06
BPP_84100010046 1817.6417.43 6911236816044430743193954214373231.030.2 00.090.090.720.90  181919110.06 0.06
BPP_85100010044 1817.9117.62 6921145814821397163023719211352530.530.8 00.080.070.730.88  181919110.06 0.06
BPP_86100010045 1817.6117.43 6941153314855398552963637199343428.729.8 00.070.070.310.45  181919110.06 0.06
BPP_87100010044 1817.6217.40 6951159115012402253103916207369729.831.9 00.080.080.360.52  181919110.06 0.06
BPP_88100010041 1817.7717.47 6721059113735367173053427188317928.030.0 00.070.070.270.41  181919110.06 0.06
BPP_89100010042 1817.6317.41 6871095514118378172893695197350028.731.9 00.080.080.510.67  181919110.06 0.06
BPP_90100010044 1817.5717.39 6811185415378412483293587202331329.727.9 00.080.070.350.50  181919110.06 0.06
BPP_91100010047 1817.7917.52 6981249316232435613183986212374630.430.0 00.080.080.580.74  181919110.06 0.06
BPP_92100010045 1817.5817.33 6991193115470414733073909204368029.230.8 00.080.080.280.44  181919110.06 0.06
BPP_93100010047 1817.8217.50 6951213215663420683133931202368829.130.4 00.090.080.280.45  181919110.06 0.06
BPP_94100010044 1817.7617.49 6881183015344411423093888204365429.730.9 00.080.070.320.47  181919110.06 0.06
BPP_95100010042 1817.6117.41 6851109914306383412983641199343329.130.9 00.080.070.240.39  181919110.06 0.06
BPP_96100010044 1817.7617.53 6871126514594390793083665213346131.030.7 00.080.070.250.40  181919110.06 0.06
BPP_97100010043 1817.5117.32 6881169115112405393073678208346430.229.6 00.080.080.300.46  181919110.06 0.06
BPP_98100010045 1817.4817.33 6941167915048403873063663205345229.529.6 00.080.080.310.47  181919110.06 0.06
BPP_99100010048 1817.4717.30 6901234015963428863154106207387730.031.4 00.090.090.250.43  181919110.06 0.06
BPP_100100010043 1817.4317.26 6881141414671393803043442206322729.928.3 00.080.070.320.47  181919110.06 0.06
nameWnmzlb_lplb_sp#v1#a1#v2#a2#v3#a3#v4#a4%v%an_bbt_ppt_lpt_ipttzffdbfda_ffda_bfdr_ffdr_bfd
BPP_1100012046 2221.4721.11 6881172815142406363333878208361530.230.8 00.080.080.260.42  222323110.05 0.05
BPP_2100012045 2221.5821.14 6971203115598418333044037206382829.631.8 00.090.080.380.55  222323110.05 0.05
BPP_3100012047 2221.0320.79 6981252416230435883064050204383329.230.6 00.090.080.310.48  222323110.05 0.05
BPP_4100012045 2221.2920.95 6991200215477415583133818212360430.330.0 00.080.080.280.44  222323110.05 0.05
BPP_5100012048 2221.2721.01 7021257016332438303174200216398430.831.7 00.090.090.410.59  222323110.05 0.05
BPP_6100012048 2221.4421.04 7001292616750450263224190218396731.130.7 00.090.090.410.59  222323110.05 0.05
BPP_7100012046 2221.6621.30 6881200315537417013403722205344629.828.7 00.090.070.610.77  222323110.05 0.05
BPP_8100012044 2120.8720.65 6881158614930400702983677204348129.730.0 00.080.080.310.47  212323220.10 0.10
BPP_9100012049 2221.4821.13 7031313617017457643254322219409131.231.1 00.080.090.300.47  222323110.05 0.05
BPP_10100012045 2120.8920.71 6921232915986429173023920203371229.330.1 00.090.090.891.07  212323220.10 0.10
BPP_11100012047 2221.4921.14 7001279116571445333194161216394430.930.8 00.090.080.670.84  222323110.05 0.05
BPP_12100012048 2221.7321.26 6971272016510443463234232211398630.331.3 00.080.080.901.06  222323110.05 0.05
BPP_13100012047 2221.3321.07 6981248016119433223184070217385731.130.9 00.090.090.370.55  222323110.05 0.05
BPP_14100012046 2221.0620.83 7001283016690448103144170205393629.330.7 00.090.080.300.47  222323110.05 0.05
BPP_15100012043 2221.3720.97 6841175915252408953213620206338230.128.8 00.080.070.330.48  222323110.05 0.05
BPP_16100012046 2221.2921.04 7001250116207435153144057208382829.730.6 00.090.080.260.43  222323110.05 0.05
BPP_17100012044 2221.3120.99 6831177915219408513263674201341329.429.0 00.080.080.220.38  222323110.05 0.05
BPP_18100012048 2221.5121.09 7021273016471442683204103208386329.630.3 00.090.080.370.54  222323110.05 0.05
BPP_19100012048 2221.3721.05 6971287316672448233174167212393730.430.6 00.090.090.380.56  222323110.05 0.05
BPP_20100012049 2221.8821.34 6901315417135460443384185198389028.729.6 00.090.081.131.30  222323110.05 0.05
BPP_21100012048 2221.1120.93 7021324817181462063264204215397030.630.0 00.090.080.420.59  222323110.05 0.05
BPP_22100012042 2221.3221.04 6841116014431386542933498204330829.829.6 00.070.060.250.38  222323110.05 0.05
BPP_23100012049 2221.2921.01 7021307616923455183214344219412631.231.6 00.090.090.290.47  222323110.05 0.05
BPP_24100012045 2221.5321.21 6961200015460415283113708211349430.329.1 00.080.080.270.43  222323110.05 0.05
BPP_25100012048 2221.4221.06 6951309917080458693124238205400829.530.6 00.090.090.400.58  222323110.05 0.05
BPP_26100012044 2221.2220.83 6941172515153406432943965207378329.832.3 00.080.080.300.46  222323110.05 0.05
BPP_27100012049 2120.9020.72 6921284616636447343074081206387429.830.2 00.090.090.730.91  212323220.10 0.10
BPP_28100012047 2221.3420.95 6981285316650447573164224208399129.831.1 00.090.080.290.46  222323110.05 0.05
BPP_29100012045 2120.9220.69 6941242216050431343023867210367830.329.6 00.090.080.660.83  212323220.10 0.10
BPP_30100012044 2221.0420.82 6981216215733422323073893210368930.130.3 00.090.080.360.53  222323110.05 0.05
BPP_31100012045 2221.2021.00 6971190715333411793103639205341129.428.6 00.080.070.310.46  222323110.05 0.05
BPP_32100012047 2221.4921.18 6931279716592445953214064218384731.530.1 00.090.080.330.50  222323110.05 0.05
BPP_33100012046 2221.4321.08 6961222815802424403154052212383230.531.3 00.090.090.240.42  222323110.05 0.05
BPP_34100012044 2221.0220.77 6931165215036403383113837207361829.931.1 00.080.080.400.56  222323110.05 0.05
BPP_35100012049 2221.5821.16 7001292816787451023204335207408429.631.6 00.090.090.730.91  222323110.05 0.05
BPP_36100012045 2221.3421.08 6961192015382412923043691201347028.929.1 00.080.080.310.47  222323110.05 0.05
BPP_37100012046 2221.3421.13 6951237715977429413153921218371731.430.0 00.090.090.280.46  222323110.05 0.05
BPP_38100012044 2221.4321.18 6961181415260409423043730206352529.629.8 00.090.070.390.55  222323110.05 0.05
BPP_39100012045 2221.4521.03 6871193215418413943293744201347329.329.1 00.080.070.230.38  222323110.05 0.05
BPP_40100012048 2221.4421.11 6961323717235463153184305214408830.730.9 00.090.090.330.51  222323110.05 0.05
BPP_41100012044 2221.0920.84 6951266516410440953074021212381630.530.1 00.080.080.320.48  222323110.05 0.05
BPP_42100012042 2221.2420.95 6841152114954400612983704207351630.330.5 00.080.070.330.48  222323110.05 0.05
BPP_43100012046 2221.4421.07 6981272916526443853104036204381029.229.9 00.090.080.250.42  222323110.05 0.05
BPP_44100012046 2221.4721.05 6971206015600418663093954213374730.631.1 00.080.080.310.47  222323110.05 0.05
BPP_45100012047 2221.4621.02 6951242616060431563104056207383729.830.9 00.080.080.330.49  222323110.05 0.05
BPP_46100012045 2221.3320.95 6961234015914427763173851215363530.929.5 00.080.080.280.44  222323110.05 0.05
BPP_47100012047 2221.1120.78 6851239416057431383334016201373429.330.1 00.090.090.320.50  222323110.05 0.05
BPP_48100012045 2221.0320.82 6901175115227408253273769204351329.629.9 00.080.070.300.45  222323110.05 0.05
BPP_49100012045 2221.3221.05 6831191415464414763333826200355029.329.8 00.080.070.290.44  222323110.05 0.05
BPP_50100012046 2221.1420.96 6981224015787424183113705206348329.528.5 00.090.070.220.38  222323110.05 0.05
BPP_51100012044 2221.4121.05 6881206215582418503093731205350829.829.1 00.080.070.300.45  222323110.05 0.05
BPP_52100012048 2221.3321.02 6941269416451442083154221211400230.431.5 00.090.100.320.51  222323110.05 0.05
BPP_53100012049 2221.3921.04 6981318317201461893254353213411730.531.2 00.090.080.410.58  222323110.05 0.05
BPP_54100012045 2221.4721.03 6951162815012402623063865207365729.831.4 00.080.080.210.37  222323110.05 0.05
BPP_55100012048 2221.5721.07 6981328917258464093194311217408631.130.7 00.090.080.440.61  222323110.05 0.05
BPP_56100012045 2120.9720.84 6981192115384412933093882208366229.830.7 00.080.081.091.25  212323220.10 0.10
BPP_57100012047 2221.2220.88 6961246316086432433063968206375429.630.1 00.080.080.350.51  222323110.05 0.05
BPP_58100012047 2221.4021.07 7011286416636447343184023210379530.029.5 00.080.080.520.68  222323110.05 0.05
BPP_59100012047 2221.1120.86 6951320317136460853104196208398229.930.2 00.090.090.360.54  222323110.05 0.05
BPP_60100012049 2221.5621.10 6961343917418468833224367218414731.330.9 00.100.100.350.55  222323110.05 0.05
BPP_61100012045 2221.5421.05 6841168015109405302953847200364429.231.2 00.080.080.310.47  222323110.05 0.05
BPP_62100012044 2221.2420.85 6911193315449414493073739203351429.429.4 00.080.080.290.45  222323110.05 0.05
BPP_63100012045 2221.2520.97 6841187315374412533123930209370830.631.2 00.080.080.290.45  222323110.05 0.05
BPP_64100012043 2221.0120.85 6921097814120378342993573207337829.930.8 00.070.080.240.39  222323110.05 0.05
BPP_65100012047 2221.4321.04 6941224715845425493114106207388229.831.7 00.080.080.300.46  222323110.05 0.05
BPP_66100012046 2221.2821.02 6921273816519443923124036206380829.829.9 00.080.090.300.47  222323110.05 0.05
BPP_67100012047 2221.5221.08 6941279116567445373104131205390529.530.5 00.090.080.370.54  222323110.05 0.05
BPP_68100012046 2221.5921.17 6951230815913427443183952211371430.430.2 00.080.080.290.45  222323110.05 0.05
BPP_69100012045 2221.1920.88 6881226815916427243383863205358629.829.2 00.080.070.300.45  222323110.05 0.05
BPP_70100012047 2221.4121.03 6951231315905427333104131209392030.131.8 00.090.070.400.56  222323110.05 0.05
BPP_71100012043 2120.9920.81 6951211915664420573063667211347030.428.6 00.080.070.640.79  212323220.10 0.10
BPP_72100012047 2221.4321.09 6861231015978428943343829206356530.029.0 00.080.080.851.01  222323110.05 0.05
BPP_73100012047 2221.4321.12 6981252016159434423154060209383429.930.6 00.090.100.390.58  222323110.05 0.05
BPP_74100012045 2221.1420.85 6871218815804424223313852212361230.929.6 00.080.080.260.42  222323110.05 0.05
BPP_75100012046 2221.2120.96 6931240916140433033143944208372030.030.0 00.090.080.330.50  222323110.05 0.05
BPP_76100012049 2221.7521.34 6971315517122460053234402214417030.731.7 00.090.090.450.63  222323110.05 0.05
BPP_77100012047 2221.2620.94 6881222215822424903404031207375130.130.7 00.090.080.330.50  222323110.05 0.05
BPP_78100012048 2221.0320.80 6951285016623447063184037209380930.129.6 00.090.080.370.54  222323110.05 0.05
BPP_79100012048 2120.8020.67 6991313017036458043184139209390729.929.8 00.090.090.620.80  212323220.10 0.10
BPP_80100012049 2221.8721.32 6891320717242463133174374206413329.931.3 00.090.090.330.51  222323110.05 0.05
BPP_81100012046 2221.7021.25 6941186915391412633023917197370028.431.2 00.080.080.270.43  222323110.05 0.05
BPP_82100012044 2221.4121.13 6901150614831397883353516201323729.128.1 00.080.070.330.48  222323110.05 0.05
BPP_83100012047 2221.2420.94 7001317517049458733184209216399330.930.3 00.090.100.390.58  222323110.05 0.05
BPP_84100012046 2221.7221.32 6941230315991428973103974202374129.130.4 00.080.080.530.69  222323110.05 0.05
BPP_85100012045 2221.3020.94 6981239916052431073073953207373729.730.1 00.080.080.330.49  222323110.05 0.05
BPP_86100012048 2221.2821.00 6971312216999457263184158213393430.630.0 00.090.090.330.51  222323110.05 0.05
BPP_87100012047 2221.3120.97 6911239416036430843444023215375631.130.3 00.080.080.370.53  222323110.05 0.05
BPP_88100012045 2221.6221.21 6991233015939428103143972208374929.830.4 00.090.070.851.01  222323110.05 0.05
BPP_89100012045 2221.2721.01 6901218315769423413173788207355330.029.2 00.090.080.400.57  222323110.05 0.05
BPP_90100012046 2221.2020.92 6951293216835452123174185210395130.230.6 00.090.090.260.44  222323110.05 0.05
BPP_91100012045 2221.1120.88 6891242816171433923353812205353729.828.5 00.090.080.310.48  222323110.05 0.05
BPP_92100012048 2221.3021.00 7021293016765450563174240214402430.531.1 00.090.090.380.56  222323110.05 0.05
BPP_93100012046 2221.0420.82 6971290616729449703124114209389430.030.2 00.090.090.390.57  222323110.05 0.05
BPP_94100012048 2221.1920.95 7021308416982456443174197212397430.230.4 00.100.090.290.48  222323110.05 0.05
BPP_95100012046 2221.3620.98 6981241216096432083204179214395030.731.8 00.080.080.400.56  222323110.05 0.05
BPP_96100012047 2221.1520.89 6961294316780451113164113213389830.630.1 00.090.090.360.54  222323110.05 0.05
BPP_97100012047 2221.5521.16 6911270216465442503224107214387731.030.5 00.090.080.620.79  222323110.05 0.05
BPP_98100012047 2120.8320.69 6991319017133460583264117221389231.629.5 00.090.090.430.61  212222110.05 0.05
BPP_99100012049 2221.4721.08 6951314617064458843194261207402029.830.6 00.100.090.330.52  222323110.05 0.05
BPP_100100012046 2221.1220.82 6901253216199435503174027210379930.430.3 00.080.090.370.54  222323110.05 0.05
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