Kernel: Python 3 (ipykernel)
In [1]:
In [2]:
(array([[0.37, 0.94, 0.72, 0.96, 0.34, 0.21, 0.84, 0.95, 0.83, 0.73, 0.96,
0.13, 0.81, 0.05, 0.44, 0.41, 0.28, 0.45, 0.9 ],
[0.48, 0.38, 0.66, 0.97, 0.74, 0.93, 0.76, 0.29, 0.3 , 0.18, 0.34,
0.39, 0.61, 0.9 , 0.23, 0.11, 0.41, 0.78, 0.41],
[0.01, 0.61, 0.66, 0.55, 0.84, 0.71, 0.95, 0.17, 0.13, 0.74, 0.79,
0.82, 0.7 , 0.89, 0.52, 0.76, 0.89, 0.13, 0.49],
[0.87, 0.72, 0.17, 0.4 , 0.07, 0.78, 0.03, 0.08, 0.78, 0.84, 0.61,
0.63, 0.37, 0.54, 0.81, 0.18, 0.9 , 0.13, 0.67],
[0.94, 0.18, 0.06, 0.11, 0.64, 0.68, 0.37, 0.16, 0.1 , 0.52, 0.45,
0.44, 0.34, 0.84, 0.3 , 0.92, 0.94, 0.5 , 0.08],
[0. , 0.12, 0.44, 0.8 , 1. , 0.2 , 0.78, 0.13, 0.79, 0.17, 1. ,
0.83, 0.97, 0.27, 0.14, 0.79, 0.63, 0.26, 0.36],
[0.95, 0.79, 0.12, 0.72, 0.21, 0.39, 0.94, 0.17, 0.4 , 0.12, 0.82,
0.01, 0.23, 0.56, 0.46, 0.99, 0.22, 0.71, 0.59],
[0.68, 0.49, 0.65, 0.59, 0.85, 0.05, 0.56, 0.94, 0.05, 0.75, 0.43,
0.3 , 0.39, 0.36, 0.7 , 0.13, 0.42, 0.49, 0.66],
[0.48, 0.75, 0.67, 0.92, 0.63, 0.72, 0.21, 0.7 , 0.17, 0.05, 0.52,
0.55, 0.62, 0.22, 0.29, 0.73, 0.5 , 0.32, 0.83],
[0.73, 0.57, 0.41, 0.5 , 0.34, 0. , 0.14, 0.28, 0.74, 0.75, 0.92,
0.17, 0.48, 0.21, 0.87, 0.2 , 0.72, 0.91, 0.87],
[0.11, 0.06, 0.64, 0.37, 0.9 , 0.32, 0.87, 0.51, 0.11, 0.29, 0.77,
0.66, 0.01, 0.39, 0.13, 0.1 , 0.48, 0.4 , 0.5 ],
[0.78, 0.08, 0.17, 0.5 , 0.66, 0.42, 0.9 , 0.13, 0.27, 0.92, 0.99,
0.26, 0.2 , 0.37, 0.64, 0.14, 0.4 , 0.11, 0.47]]),
array([3.19, 1.32, 1.32, 1.16, 2.33, 1.02, 4.02, 1.17, 1.81, 1.01, 1.6 ,
7. ]),
array([0.37, 0.76, 0.12, 0.09, 0.73, 0.82, 0.61, 0.69, 0.97, 0.22, 0.35,
0.77, 0.13, 0.04, 0.66, 0.19, 0.84, 0.25, 0.37]))
In [3]:
2 Set Declarations
x_index : Size=1, Index=None, Ordered=Insertion
Key : Dimen : Domain : Size : Members
None : 1 : Any : 19 : {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18}
не_меньше_index : Size=1, Index=None, Ordered=Insertion
Key : Dimen : Domain : Size : Members
None : 1 : Any : 12 : {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}
1 Var Declarations
x : Size=19, Index=x_index
Key : Lower : Value : Upper : Fixed : Stale : Domain
0 : 0 : None : 1 : False : True : Binary
1 : 0 : None : 1 : False : True : Binary
2 : 0 : None : 1 : False : True : Binary
3 : 0 : None : 1 : False : True : Binary
4 : 0 : None : 1 : False : True : Binary
5 : 0 : None : 1 : False : True : Binary
6 : 0 : None : 1 : False : True : Binary
7 : 0 : None : 1 : False : True : Binary
8 : 0 : None : 1 : False : True : Binary
9 : 0 : None : 1 : False : True : Binary
10 : 0 : None : 1 : False : True : Binary
11 : 0 : None : 1 : False : True : Binary
12 : 0 : None : 1 : False : True : Binary
13 : 0 : None : 1 : False : True : Binary
14 : 0 : None : 1 : False : True : Binary
15 : 0 : None : 1 : False : True : Binary
16 : 0 : None : 1 : False : True : Binary
17 : 0 : None : 1 : False : True : Binary
18 : 0 : None : 1 : False : True : Binary
1 Objective Declarations
obj : Size=1, Index=None, Active=True
Key : Active : Sense : Expression
None : True : minimize : 0.3658961836940545*x[0] + 0.758277550891349*x[1] + 0.1152126825966977*x[2] + 0.08848485037028375*x[3] + 0.7269526082434031*x[4] + 0.8239761738588355*x[5] + 0.6144609798330439*x[6] + 0.6876160245293927*x[7] + 0.9665154187468914*x[8] + 0.22493435340756984*x[9] + 0.3463932547841474*x[10] + 0.7693442194529974*x[11] + 0.12857378891150362*x[12] + 0.04011718202352377*x[13] + 0.6580774827137869*x[14] + 0.19131504418992196*x[15] + 0.8414168272287447*x[16] + 0.24637468513374838*x[17] + 0.36840492688528237*x[18]
1 Constraint Declarations
не_меньше : Size=12, Index=не_меньше_index, Active=True
Key : Lower : Body : Upper : Active
0 : 3.186432185169367 : 0.37144875910866115*x[0] + 0.9351854212243987*x[1] + 0.7153836057557165*x[2] + 0.9618540590388255*x[3] + 0.3391824816169464*x[4] + 0.20554009769279702*x[5] + 0.8395795478519278*x[6] + 0.9475934651312397*x[7] + 0.8254724322212118*x[8] + 0.7282143747730794*x[9] + 0.956938667597803*x[10] + 0.1288791162038767*x[11] + 0.8085148862974832*x[12] + 0.05006437448774925*x[13] + 0.44441216988950905*x[14] + 0.4063978259334149*x[15] + 0.281566101773024*x[16] + 0.4527173492238564*x[17] + 0.8954730406290029*x[18] : +Inf : True
1 : 1.3216033371576599 : 0.47726931405591133*x[0] + 0.38164981032531375*x[1] + 0.6554000350252811*x[2] + 0.9746915763920871*x[3] + 0.7421705663777812*x[4] + 0.9267261496846826*x[5] + 0.7634170297890299*x[6] + 0.29006678683666953*x[7] + 0.299229646816635*x[8] + 0.1845757885552306*x[9] + 0.3400298645121712*x[10] + 0.39047506119960074*x[11] + 0.61137405096717*x[12] + 0.8998235500241688*x[13] + 0.23271964325495798*x[14] + 0.1116609030272091*x[15] + 0.41306742507634653*x[16] + 0.7834866819218336*x[17] + 0.4065431611222642*x[18] : +Inf : True
2 : 1.318260892254717 : 0.010599347246679658*x[0] + 0.6114485803659613*x[1] + 0.6594272397122483*x[2] + 0.5475476987927693*x[3] + 0.8363306209825118*x[4] + 0.7122428572632001*x[5] + 0.9482359695592589*x[6] + 0.1673057020077845*x[7] + 0.13385842927626435*x[8] + 0.7363475167226983*x[9] + 0.7944292723170207*x[10] + 0.819892098377287*x[11] + 0.70217417832277*x[12] + 0.8926014055007739*x[13] + 0.5175344930635557*x[14] + 0.7628363893433403*x[15] + 0.8896582793415634*x[16] + 0.12676475244557617*x[17] + 0.48638664088448913*x[18] : +Inf : True
3 : 1.160082157541207 : 0.8696358378869057*x[0] + 0.7186218385401603*x[1] + 0.1664426200430399*x[2] + 0.4026536125775839*x[3] + 0.07193911709344902*x[4] + 0.7791775796328917*x[5] + 0.03171420765571842*x[6] + 0.07989998845730117*x[7] + 0.775734454233105*x[8] + 0.8352765347425188*x[9] + 0.613247867441524*x[10] + 0.6344512576025951*x[11] + 0.37391344001303783*x[12] + 0.5421486386015916*x[13] + 0.8134430493664881*x[14] + 0.1810411537371085*x[15] + 0.9027649944081441*x[16] + 0.130579169593105*x[17] + 0.6694083165069147*x[18] : +Inf : True
4 : 2.3299384420313562 : 0.9363917999677521*x[0] + 0.18343923694156128*x[1] + 0.055652397792570696*x[2] + 0.1109251190111723*x[3] + 0.6401446011637942*x[4] + 0.6836692937848166*x[5] + 0.37160555915284454*x[6] + 0.1578572627672834*x[7] + 0.09825935949672693*x[8] + 0.5188120577742371*x[9] + 0.4546805232398944*x[10] + 0.44235784719261817*x[11] + 0.3429817766789175*x[12] + 0.8367798602819253*x[13] + 0.3045171223644356*x[14] + 0.9173828457367951*x[15] + 0.9416964520271649*x[16] + 0.5030524634219686*x[17] + 0.08155793010829815*x[18] : +Inf : True
5 : 1.023791018826223 : 0.0004318695187512933*x[0] + 0.11539813615436201*x[1] + 0.4366769335993774*x[2] + 0.8004286003879542*x[3] + 0.9980702662517652*x[4] + 0.1950320763021951*x[5] + 0.7750978954597821*x[6] + 0.13405163480501292*x[7] + 0.7939386987559719*x[8] + 0.17255598796473748*x[9] + 0.9984413110832068*x[10] + 0.8306404101803364*x[11] + 0.96916461588205*x[12] + 0.2707174163867918*x[13] + 0.1424371454557719*x[14] + 0.7885135198288553*x[15] + 0.6301142788807759*x[16] + 0.2561127657942377*x[17] + 0.35903268026034996*x[18] : +Inf : True
6 : 4.0195521544468 : 0.9483173487518699*x[0] + 0.7877477749169773*x[1] + 0.11683313391014416*x[2] + 0.7181438842332265*x[3] + 0.2081625925351971*x[4] + 0.38971271514731287*x[5] + 0.9434602234221016*x[6] + 0.17238052566281892*x[7] + 0.4018496009106244*x[8] + 0.1249656282161602*x[9] + 0.8174693996695686*x[10] + 0.006099844614797956*x[11] + 0.23277825401717167*x[12] + 0.5565058146210217*x[13] + 0.45568184195770967*x[14] + 0.9857101728753532*x[15] + 0.2187836450118994*x[16] + 0.7138695722431194*x[17] + 0.5908180940869869*x[18] : +Inf : True
7 : 1.1687769263758674 : 0.6796232916468007*x[0] + 0.48831112735129456*x[1] + 0.6506163086475987*x[2] + 0.592968701228239*x[3] + 0.8456754880097423*x[4] + 0.051672116361165754*x[5] + 0.5552589272897085*x[6] + 0.9360904590163706*x[7] + 0.046008138654040964*x[8] + 0.7476306389884994*x[9] + 0.4336365550303203*x[10] + 0.29996242118766303*x[11] + 0.38633224333131877*x[12] + 0.3581888577559329*x[13] + 0.7000802354919508*x[14] + 0.1305934884778689*x[15] + 0.4151690014926357*x[16] + 0.4943481864368461*x[17] + 0.6600792219131907*x[18] : +Inf : True
8 : 1.8088482994796018 : 0.4817161584823936*x[0] + 0.7491401011058471*x[1] + 0.6686458814696576*x[2] + 0.9164307310527803*x[3] + 0.6258257555946912*x[4] + 0.719392865727462*x[5] + 0.21129172280960895*x[6] + 0.7037677032337629*x[7] + 0.16682794223996533*x[8] + 0.05080938525076373*x[9] + 0.5208554525688002*x[10] + 0.5486960526543289*x[11] + 0.6171792806577029*x[12] + 0.21544847416450796*x[13] + 0.2901334672389594*x[14] + 0.7346115485663538*x[15] + 0.5046366922651645*x[16] + 0.3150766336588534*x[17] + 0.8260867574692496*x[18] : +Inf : True
9 : 1.0114887071081076 : 0.7310500036607805*x[0] + 0.570741702250223*x[1] + 0.41404097824056063*x[2] + 0.5034412027231328*x[3] + 0.34387608799778036*x[4] + 0.0005326867525700107*x[5] + 0.13513231749323373*x[6] + 0.2801496228959979*x[7] + 0.7410285909889378*x[8] + 0.7455782899588872*x[9] + 0.9218242969551245*x[10] + 0.17396609029289756*x[11] + 0.4842741477644832*x[12] + 0.21461089553083446*x[13] + 0.8685327263870858*x[14] + 0.19651971583242422*x[15] + 0.7175887375863034*x[16] + 0.9053309604232951*x[17] + 0.8708584176380839*x[18] : +Inf : True
10 : 1.6021805092467172 : 0.11225137619177028*x[0] + 0.06386792722146084*x[1] + 0.6427111766820919*x[2] + 0.37170274718401153*x[3] + 0.8972741677999425*x[4] + 0.321763168123814*x[5] + 0.8669053103199023*x[6] + 0.513427573725725*x[7] + 0.10717852996976718*x[8] + 0.2941122470009664*x[9] + 0.7738526512866206*x[10] + 0.6630416147989977*x[11] + 0.007075800483298145*x[12] + 0.38982470973566075*x[13] + 0.13230334090323292*x[14] + 0.09752482745793689*x[15] + 0.4792066413864402*x[16] + 0.4031052272258402*x[17] + 0.498610167886671*x[18] : +Inf : True
11 : 6.997036241547957 : 0.7770812171159828*x[0] + 0.08104866285426138*x[1] + 0.1737437357735736*x[2] + 0.5038759342570451*x[3] + 0.658971937352602*x[4] + 0.4229154972224074*x[5] + 0.8988055705389945*x[6] + 0.12696521992268772*x[7] + 0.2696889051029834*x[8] + 0.921857501988341*x[9] + 0.9890427015464145*x[10] + 0.2577621470581394*x[11] + 0.19668542250538879*x[12] + 0.3681791519767599*x[13] + 0.6436590468883737*x[14] + 0.13769107754636567*x[15] + 0.39732983988583825*x[16] + 0.10859306965431526*x[17] + 0.4705560830287482*x[18] : +Inf : True
5 Declarations: x_index x obj не_меньше_index не_меньше
In [4]:
In [5]:
# ==========================================================
# = Solver Results =
# ==========================================================
# ----------------------------------------------------------
# Problem Information
# ----------------------------------------------------------
Problem:
- Name: unknown
Lower bound: 4.50148447
Upper bound: 4.50148447
Number of objectives: 1
Number of constraints: 12
Number of variables: 19
Number of binary variables: 19
Number of integer variables: 19
Number of nonzeros: 19
Sense: minimize
# ----------------------------------------------------------
# Solver Information
# ----------------------------------------------------------
Solver:
- Status: ok
User time: -1.0
System time: 0.04
Wallclock time: 0.04
Termination condition: optimal
Termination message: Model was solved to optimality (subject to tolerances), and an optimal solution is available.
Statistics:
Branch and bound:
Number of bounded subproblems: 0
Number of created subproblems: 0
Black box:
Number of iterations: 0
Error rc: 0
Time: 0.14116787910461426
# ----------------------------------------------------------
# Solution Information
# ----------------------------------------------------------
Solution:
- number of solutions: 0
number of solutions displayed: 0
x[0] 1.0
x[2] 1.0
x[3] 1.0
x[4] 1.0
x[5] 1.0
x[6] 1.0
x[9] 1.0
x[10] 1.0
x[12] 1.0
x[13] 1.0
x[14] 1.0
x[18] 1.0
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