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Instance cardqp_inlp
Binary Quadratic Programming with cardinality constraints Integer Nonlinear Programming Formulation
Formatsⓘ | ams gms lp mod nl osil pip py |
Primal Bounds (infeas ≤ 1e-08)ⓘ | |
Other points (infeas > 1e-08)ⓘ | |
Dual Boundsⓘ | 3410.33025000 (ANTIGONE) 3760.71506300 (BARON) 3433.00148000 (COUENNE) 3760.71506600 (CPLEX) 3760.71506600 (GUROBI) 3760.71506600 (LINDO) 3760.71506600 (SCIP) 3760.71506600 (SHOT) |
Referencesⓘ | Lima, Ricardo and Grossmann, I E, On the solution of 0-1 Quadratic Programming Problems with cardinality constraints, 2012. |
Sourceⓘ | Formulation_MINLP.gms from minlp.org model 166 |
Added to libraryⓘ | 25 Sep 2013 |
Problem typeⓘ | BQP |
#Variablesⓘ | 50 |
#Binary Variablesⓘ | 50 |
#Integer Variablesⓘ | 0 |
#Nonlinear Variablesⓘ | 50 |
#Nonlinear Binary Variablesⓘ | 50 |
#Nonlinear Integer Variablesⓘ | 0 |
Objective Senseⓘ | min |
Objective typeⓘ | quadratic |
Objective curvatureⓘ | indefinite |
#Nonzeros in Objectiveⓘ | 50 |
#Nonlinear Nonzeros in Objectiveⓘ | 50 |
#Constraintsⓘ | 1 |
#Linear Constraintsⓘ | 1 |
#Quadratic Constraintsⓘ | 0 |
#Polynomial Constraintsⓘ | 0 |
#Signomial Constraintsⓘ | 0 |
#General Nonlinear Constraintsⓘ | 0 |
Operands in Gen. Nonlin. Functionsⓘ | |
Constraints curvatureⓘ | linear |
#Nonzeros in Jacobianⓘ | 50 |
#Nonlinear Nonzeros in Jacobianⓘ | 0 |
#Nonzeros in (Upper-Left) Hessian of Lagrangianⓘ | 2450 |
#Nonzeros in Diagonal of Hessian of Lagrangianⓘ | 0 |
#Blocks in Hessian of Lagrangianⓘ | 1 |
Minimal blocksize in Hessian of Lagrangianⓘ | 50 |
Maximal blocksize in Hessian of Lagrangianⓘ | 50 |
Average blocksize in Hessian of Lagrangianⓘ | 50.0 |
#Semicontinuitiesⓘ | 0 |
#Nonlinear Semicontinuitiesⓘ | 0 |
#SOS type 1ⓘ | 0 |
#SOS type 2ⓘ | 0 |
Minimal coefficientⓘ | 1.0000e+00 |
Maximal coefficientⓘ | 9.9821e+01 |
Infeasibility of initial pointⓘ | 10 |
Sparsity Jacobianⓘ | |
Sparsity Hessian of Lagrangianⓘ |
$offlisting * * Equation counts * Total E G L N X C B * 2 2 0 0 0 0 0 0 * * Variable counts * x b i s1s s2s sc si * Total cont binary integer sos1 sos2 scont sint * 51 1 50 0 0 0 0 0 * FX 0 * * Nonzero counts * Total const NL DLL * 101 51 50 0 * * Solve m using MINLP minimizing objvar; Variables b1,b2,b3,b4,b5,b6,b7,b8,b9,b10,b11,b12,b13,b14,b15,b16,b17,b18,b19 ,b20,b21,b22,b23,b24,b25,b26,b27,b28,b29,b30,b31,b32,b33,b34,b35,b36 ,b37,b38,b39,b40,b41,b42,b43,b44,b45,b46,b47,b48,b49,b50,objvar; Binary Variables b1,b2,b3,b4,b5,b6,b7,b8,b9,b10,b11,b12,b13,b14,b15,b16,b17 ,b18,b19,b20,b21,b22,b23,b24,b25,b26,b27,b28,b29,b30,b31,b32,b33,b34 ,b35,b36,b37,b38,b39,b40,b41,b42,b43,b44,b45,b46,b47,b48,b49,b50; Equations e1,e2; e1.. -(85.11033726*b1*b2 + 57.28565882*b1*b3 + 33.60810088*b1*b4 + 32.760151115 *b1*b5 + 26.285022365*b1*b6 + 38.23389788*b1*b7 + 86.345682965*b1*b8 + 11.375803685*b1*b9 + 52.520013555*b1*b10 + 99.821174565*b1*b11 + 59.97967091*b1*b12 + 99.157638705*b1*b13 + 77.413794365*b1*b14 + 17.415785885*b1*b15 + 65.773282105*b1*b16 + 20.15419708*b1*b17 + 28.757650635*b1*b18 + 68.548217855*b1*b19 + 46.358856195*b1*b20 + 39.17152527*b1*b21 + 38.38692996*b1*b22 + 17.49170105*b1*b23 + 19.25966986 *b1*b24 + 60.96579675*b1*b25 + 83.93481714*b1*b26 + 26.92749511*b1*b27 + 68.2447737*b1*b28 + 78.70647257*b1*b29 + 33.847555315*b1*b30 + 15.496767645*b1*b31 + 52.72656227*b1*b32 + 20.21641239*b1*b33 + 87.883919545*b1*b34 + 30.185881775*b1*b35 + 32.15236059*b1*b36 + 61.42581259*b1*b37 + 73.658311745*b1*b38 + 64.683624315*b1*b39 + 49.060797175*b1*b40 + 44.26416443*b1*b41 + 16.181058915*b1*b42 + 34.850165365*b1*b43 + 9.42239383*b1*b44 + 37.16227584*b1*b45 + 22.299461335*b1*b46 + 66.344077065*b1*b47 + 58.270826965*b1*b48 + 78.1463634*b1*b49 + 33.29155708*b1*b50 + 67.805094795*b2*b1 + 64.607512405 *b2*b3 + 31.96709881*b2*b4 + 13.21033928*b2*b5 + 14.738893555*b2*b6 + 65.918859345*b2*b7 + 56.80440231*b2*b8 + 7.99486094*b2*b9 + 80.27426099*b2 *b10 + 11.91286481*b2*b11 + 21.687799655*b2*b12 + 54.935098235*b2*b13 + 76.269728555*b2*b14 + 21.92175283*b2*b15 + 8.24339367*b2*b16 + 60.587461435*b2*b17 + 64.01684848*b2*b18 + 41.9893805*b2*b19 + 39.077844535*b2*b20 + 28.088288615*b2*b21 + 28.410046205*b2*b22 + 17.397766285*b2*b23 + 93.6777234*b2*b24 + 41.09410107*b2*b25 + 79.423043795*b2*b26 + 33.50325451*b2*b27 + 16.92090609*b2*b28 + 76.143039975*b2*b29 + 11.577083985*b2*b30 + 24.191477915*b2*b31 + 5.48125651*b2*b32 + 30.61323994*b2*b33 + 52.485890125*b2*b34 + 19.372157555*b2*b35 + 21.546098225*b2*b36 + 36.41058473*b2*b37 + 35.10607513*b2*b38 + 35.598260725*b2*b39 + 96.577780895*b2*b40 + 99.392209475*b2*b41 + 40.140790225*b2*b42 + 40.424413865*b2*b43 + 78.33794135*b2*b44 + 42.68499349*b2*b45 + 91.744150875*b2*b46 + 16.35988435*b2*b47 + 74.870494455*b2*b48 + 10.264755125*b2*b49 + 59.748481475*b2*b50 + 9.88367545*b3*b1 + 5.57079496*b3*b2 + 54.388712765* b3*b4 + 64.743339225*b3*b5 + 26.4462386*b3*b6 + 42.63153376*b3*b7 + 31.220582445*b3*b8 + 19.47539776*b3*b9 + 93.95066942*b3*b10 + 45.15275605* b3*b11 + 17.792997255*b3*b12 + 41.67528333*b3*b13 + 40.590110965*b3*b14 + 30.5056988*b3*b15 + 95.095198925*b3*b16 + 22.949330875*b3*b17 + 33.26340706*b3*b18 + 12.08251277*b3*b19 + 43.127894415*b3*b20 + 14.660473715*b3*b21 + 41.46951295*b3*b22 + 35.788923065*b3*b23 + 23.25276629*b3*b24 + 15.67500142*b3*b25 + 61.67302368*b3*b26 + 53.58764816 *b3*b27 + 9.281275605*b3*b28 + 79.39469038*b3*b29 + 94.846194425*b3*b30 + 61.66394282*b3*b31 + 62.697423595*b3*b32 + 39.438399745*b3*b33 + 61.436456295*b3*b34 + 69.586137505*b3*b35 + 53.12586209*b3*b36 + 20.12911898*b3*b37 + 67.404749975*b3*b38 + 54.76856219*b3*b39 + 16.817665885*b3*b40 + 98.73846878*b3*b41 + 26.671691175*b3*b42 + 69.187215785*b3*b43 + 78.793858415*b3*b44 + 93.582919955*b3*b45 + 24.117948485*b3*b46 + 33.227925415*b3*b47 + 23.73661421*b3*b48 + 28.402843115*b3*b49 + 66.415264935*b3*b50 + 74.822398045*b4*b1 + 13.11649068*b4*b2 + 19.28303302*b4*b3 + 22.759100975*b4*b5 + 70.805830915* b4*b6 + 77.482506345*b4*b7 + 19.70658368*b4*b8 + 41.99094648*b4*b9 + 71.065615825*b4*b10 + 85.35213753*b4*b11 + 63.208489965*b4*b12 + 97.717327935*b4*b13 + 7.55449167*b4*b14 + 22.807629445*b4*b15 + 13.27628942*b4*b16 + 56.33806061*b4*b17 + 17.052107455*b4*b18 + 74.729908135*b4*b19 + 15.75704095*b4*b20 + 51.393624965*b4*b21 + 80.582035245*b4*b22 + 51.744471935*b4*b23 + 55.68829424*b4*b24 + 6.00931933*b4*b25 + 56.667664725*b4*b26 + 47.857263265*b4*b27 + 97.656196575*b4*b28 + 22.465482955*b4*b29 + 20.535565365*b4*b30 + 7.340271515*b4*b31 + 21.89314453*b4*b32 + 10.82525864*b4*b33 + 6.58117031* b4*b34 + 84.387210845*b4*b35 + 62.157608135*b4*b36 + 7.5665941*b4*b37 + 23.62891708*b4*b38 + 95.317520775*b4*b39 + 36.87646663*b4*b40 + 61.454936645*b4*b41 + 29.623175875*b4*b42 + 65.86020283*b4*b43 + 19.74865785*b4*b44 + 48.70157396*b4*b45 + 42.36729563*b4*b46 + 81.518935125*b4*b47 + 56.39421853*b4*b48 + 42.118575085*b4*b49 + 57.99280899*b4*b50 + 93.612249685*b5*b1 + 38.13272649*b5*b2 + 5.787283335* b5*b3 + 95.139436055*b5*b4 + 36.69450363*b5*b6 + 98.456016965*b5*b7 + 77.81352007*b5*b8 + 15.45898358*b5*b9 + 99.506334685*b5*b10 + 60.130829495 *b5*b11 + 20.809482665*b5*b12 + 66.11893552*b5*b13 + 37.709670875*b5*b14 + 91.670925445*b5*b15 + 90.505943105*b5*b16 + 6.544547145*b5*b17 + 40.01990434*b5*b18 + 68.116091925*b5*b19 + 61.37117315*b5*b20 + 8.284235025*b5*b21 + 84.9728791*b5*b22 + 93.54766384*b5*b23 + 53.256644315 *b5*b24 + 33.46169334*b5*b25 + 52.17922585*b5*b26 + 9.26839199*b5*b27 + 78.50182623*b5*b28 + 55.63213632*b5*b29 + 75.9428517*b5*b30 + 73.40476387* b5*b31 + 65.00205453*b5*b32 + 15.91709505*b5*b33 + 97.260234865*b5*b34 + 72.140601245*b5*b35 + 98.69581359*b5*b36 + 86.20796023*b5*b37 + 64.0369064 *b5*b38 + 71.624913505*b5*b39 + 71.58442384*b5*b40 + 80.116756405*b5*b41 + 62.97132997*b5*b42 + 10.15970593*b5*b43 + 51.091729785*b5*b44 + 9.992054395*b5*b45 + 71.36518151*b5*b46 + 23.504443615*b5*b47 + 26.47326382*b5*b48 + 82.29534761*b5*b49 + 99.214399115*b5*b50 + 76.313643255*b6*b1 + 73.242645705*b6*b2 + 5.05615792*b6*b3 + 30.06646763* b6*b4 + 83.262900855*b6*b5 + 86.739101525*b6*b7 + 25.20524809*b6*b8 + 48.39496412*b6*b9 + 8.644457925*b6*b10 + 35.6851843*b6*b11 + 46.78835224* b6*b12 + 34.956256805*b6*b13 + 17.802787005*b6*b14 + 82.04085173*b6*b15 + 44.59526413*b6*b16 + 18.46921115*b6*b17 + 49.22579099*b6*b18 + 31.884412235*b6*b19 + 90.089755135*b6*b20 + 11.11873226*b6*b21 + 44.38693901*b6*b22 + 37.45331024*b6*b23 + 49.487174845*b6*b24 + 66.053652375*b6*b25 + 66.139686465*b6*b26 + 37.07253922*b6*b27 + 14.577528645*b6*b28 + 91.0535631*b6*b29 + 25.648326*b6*b30 + 92.29229565* b6*b31 + 47.916671325*b6*b32 + 13.54341555*b6*b33 + 40.5488575*b6*b34 + 44.42404791*b6*b35 + 43.39850733*b6*b36 + 15.608539135*b6*b37 + 76.357219375*b6*b38 + 81.323378765*b6*b39 + 7.247463355*b6*b40 + 50.683491985*b6*b41 + 31.46562763*b6*b42 + 90.65331803*b6*b43 + 6.67071123 *b6*b44 + 69.698731885*b6*b45 + 95.33613954*b6*b46 + 90.516667085*b6*b47 + 90.38630837*b6*b48 + 88.073899025*b6*b49 + 42.14454856*b6*b50 + 52.90033988*b7*b1 + 83.970135195*b7*b2 + 62.203081215*b7*b3 + 12.81336734* b7*b4 + 59.8869302*b7*b5 + 61.351720665*b7*b6 + 20.08327882*b7*b8 + 36.51880379*b7*b9 + 35.00625654*b7*b10 + 54.393515395*b7*b11 + 39.559875675*b7*b12 + 20.9368561*b7*b13 + 69.89313789*b7*b14 + 53.012321605*b7*b15 + 59.7423326*b7*b16 + 73.38358837*b7*b17 + 69.954202275*b7*b18 + 6.885691955*b7*b19 + 84.780616865*b7*b20 + 72.454662885*b7*b21 + 19.77339756*b7*b22 + 63.01783076*b7*b23 + 67.847505835*b7*b24 + 23.46484163*b7*b25 + 39.53430842*b7*b26 + 64.270182605*b7*b27 + 74.48198027*b7*b28 + 44.327468915*b7*b29 + 19.96192259*b7*b30 + 6.18932571*b7*b31 + 5.96632974*b7*b32 + 95.442969985* b7*b33 + 97.78452495*b7*b34 + 96.800271845*b7*b35 + 86.346525995*b7*b36 + 18.452974225*b7*b37 + 9.724691335*b7*b38 + 57.5381179*b7*b39 + 22.482772765*b7*b40 + 99.44581389*b7*b41 + 81.86334974*b7*b42 + 34.08963935*b7*b43 + 13.30319399*b7*b44 + 45.897741015*b7*b45 + 38.22002788*b7*b46 + 16.14734294*b7*b47 + 60.66823699*b7*b48 + 47.32504809 *b7*b49 + 44.170259305*b7*b50 + 91.87890144*b8*b1 + 25.309467555*b8*b2 + 26.296402795*b8*b3 + 56.521695895*b8*b4 + 64.950360755*b8*b5 + 36.10620948 *b8*b6 + 19.13455866*b8*b7 + 28.848054155*b8*b9 + 10.945769655*b8*b10 + 34.4636971*b8*b11 + 8.818724215*b8*b12 + 83.0107396*b8*b13 + 26.941275145* b8*b14 + 43.95269344*b8*b15 + 33.745189395*b8*b16 + 47.267580025*b8*b17 + 73.020184775*b8*b18 + 61.34972234*b8*b19 + 17.463464105*b8*b20 + 20.31828469*b8*b21 + 34.98508104*b8*b22 + 59.34566314*b8*b23 + 30.52847258 *b8*b24 + 8.4572381*b8*b25 + 70.20719953*b8*b26 + 69.089905575*b8*b27 + 36.55220313*b8*b28 + 77.194187805*b8*b29 + 21.7941304*b8*b30 + 69.835576535*b8*b31 + 68.934043065*b8*b32 + 83.965313185*b8*b33 + 53.941160545*b8*b34 + 31.888023565*b8*b35 + 57.76491577*b8*b36 + 44.32920257*b8*b37 + 11.973728555*b8*b38 + 81.570628425*b8*b39 + 36.60806332*b8*b40 + 13.04551409*b8*b41 + 59.355604795*b8*b42 + 7.09529283 *b8*b43 + 75.49370804*b8*b44 + 90.984467605*b8*b45 + 58.2776454*b8*b46 + 49.91843219*b8*b47 + 73.16858532*b8*b48 + 53.73598344*b8*b49 + 89.27271001 *b8*b50 + 78.294681675*b9*b1 + 18.311831015*b9*b2 + 30.12896984*b9*b3 + 69.84273469*b9*b4 + 47.731426075*b9*b5 + 96.72485733*b9*b6 + 96.00000904* b9*b7 + 90.4265251*b9*b8 + 48.42440994*b9*b10 + 61.63712717*b9*b11 + 88.46924143*b9*b12 + 21.213896525*b9*b13 + 65.192208525*b9*b14 + 78.301011905*b9*b15 + 59.09736943*b9*b16 + 7.629398505*b9*b17 + 82.04440986*b9*b18 + 31.49830516*b9*b19 + 46.16816849*b9*b20 + 36.94491755 *b9*b21 + 60.92105403*b9*b22 + 59.56721055*b9*b23 + 56.625031005*b9*b24 + 59.925346205*b9*b25 + 97.835511925*b9*b26 + 35.53926715*b9*b27 + 77.4823134*b9*b28 + 96.43883323*b9*b29 + 95.15404411*b9*b30 + 29.309458515 *b9*b31 + 35.869877695*b9*b32 + 25.40486019*b9*b33 + 21.525950815*b9*b34 + 74.46908231*b9*b35 + 30.66531723*b9*b36 + 77.055141625*b9*b37 + 63.65584563*b9*b38 + 32.64475775*b9*b39 + 75.36632767*b9*b40 + 5.737486805 *b9*b41 + 87.31842302*b9*b42 + 6.43837828*b9*b43 + 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e2.. b1 + b2 + b3 + b4 + b5 + b6 + b7 + b8 + b9 + b10 + b11 + b12 + b13 + b14 + b15 + b16 + b17 + b18 + b19 + b20 + b21 + b22 + b23 + b24 + b25 + b26 + b27 + b28 + b29 + b30 + b31 + b32 + b33 + b34 + b35 + b36 + b37 + b38 + b39 + b40 + b41 + b42 + b43 + b44 + b45 + b46 + b47 + b48 + b49 + b50 =E= 10; Model m / all /; m.limrow=0; m.limcol=0; m.tolproj=0.0; $if NOT '%gams.u1%' == '' $include '%gams.u1%' $if not set MINLP $set MINLP MINLP Solve m using %MINLP% minimizing objvar;
Last updated: 2024-08-26 Git hash: 6cc1607f