MINLPLib
A Library of Mixed-Integer and Continuous Nonlinear Programming Instances
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Instance syn10m
Selection of optimal configuration and parameters for a processing system selected from a superstructure containing alternative processing units and interconnections.
| Formatsⓘ | ams gms mod nl osil py |
| Primal Bounds (infeas ≤ 1e-08)ⓘ | |
| Other points (infeas > 1e-08)ⓘ | |
| Dual Boundsⓘ | 1267.35360000 (ALPHAECP) 1267.35355100 (ANTIGONE) 1267.35355100 (BARON) 1267.35360000 (BONMIN) 1267.35355000 (COUENNE) 1267.35355000 (LINDO) 1267.35355000 (SCIP) 1267.35355000 (SHOT) |
| Referencesⓘ | Duran, Marco A and Grossmann, I E, An Outer-Approximation Algorithm for a Class of Mixed-integer Nonlinear Programs, Mathematical Programming, 36:3, 1986, 307-339. Türkay, Metin and Grossmann, I E, Logic-based MINLP Algorithms for optimal synthesis of process networks, Computers and Chemical Engineering, 20:8, 1996, 959-978. |
| Sourceⓘ | Syn10M.gms from CMU-IBM MINLP solver project page |
| Applicationⓘ | Synthesis of processing system |
| Added to libraryⓘ | 28 Sep 2013 |
| Problem typeⓘ | MBNLP |
| #Variablesⓘ | 35 |
| #Binary Variablesⓘ | 10 |
| #Integer Variablesⓘ | 0 |
| #Nonlinear Variablesⓘ | 6 |
| #Nonlinear Binary Variablesⓘ | 0 |
| #Nonlinear Integer Variablesⓘ | 0 |
| Objective Senseⓘ | max |
| Objective typeⓘ | linear |
| Objective curvatureⓘ | linear |
| #Nonzeros in Objectiveⓘ | 18 |
| #Nonlinear Nonzeros in Objectiveⓘ | 0 |
| #Constraintsⓘ | 54 |
| #Linear Constraintsⓘ | 48 |
| #Quadratic Constraintsⓘ | 0 |
| #Polynomial Constraintsⓘ | 0 |
| #Signomial Constraintsⓘ | 0 |
| #General Nonlinear Constraintsⓘ | 6 |
| Operands in Gen. Nonlin. Functionsⓘ | log |
| Constraints curvatureⓘ | convex |
| #Nonzeros in Jacobianⓘ | 136 |
| #Nonlinear Nonzeros in Jacobianⓘ | 6 |
| #Nonzeros in (Upper-Left) Hessian of Lagrangianⓘ | 6 |
| #Nonzeros in Diagonal of Hessian of Lagrangianⓘ | 6 |
| #Blocks in Hessian of Lagrangianⓘ | 6 |
| Minimal blocksize in Hessian of Lagrangianⓘ | 1 |
| Maximal blocksize in Hessian of Lagrangianⓘ | 1 |
| Average blocksize in Hessian of Lagrangianⓘ | 1.0 |
| #Semicontinuitiesⓘ | 0 |
| #Nonlinear Semicontinuitiesⓘ | 0 |
| #SOS type 1ⓘ | 0 |
| #SOS type 2ⓘ | 0 |
| Minimal coefficientⓘ | 5.0000e-01 |
| Maximal coefficientⓘ | 5.0000e+02 |
| Infeasibility of initial pointⓘ | 1 |
| Sparsity Jacobianⓘ | ![]() |
| Sparsity Hessian of Lagrangianⓘ | ![]() |
$offlisting
*
* Equation counts
* Total E G L N X C B
* 55 8 15 32 0 0 0 0
*
* Variable counts
* x b i s1s s2s sc si
* Total cont binary integer sos1 sos2 scont sint
* 36 26 10 0 0 0 0 0
* FX 0
*
* Nonzero counts
* Total const NL DLL
* 155 149 6 0
*
* Solve m using MINLP maximizing objvar;
Variables objvar,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18
,x19,x20,x21,x22,x23,x24,x25,x26,b27,b28,b29,b30,b31,b32,b33,b34,b35
,b36;
Positive Variables x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17
,x18,x19,x20,x21,x22,x23,x24,x25,x26;
Binary Variables b27,b28,b29,b30,b31,b32,b33,b34,b35,b36;
Equations e1,e2,e3,e4,e5,e6,e7,e8,e9,e10,e11,e12,e13,e14,e15,e16,e17,e18,e19
,e20,e21,e22,e23,e24,e25,e26,e27,e28,e29,e30,e31,e32,e33,e34,e35,e36
,e37,e38,e39,e40,e41,e42,e43,e44,e45,e46,e47,e48,e49,e50,e51,e52,e53
,e54,e55;
e1.. objvar - 5*x8 + 2*x13 - 200*x21 - 250*x22 - 200*x23 - 200*x24 - 500*x25
- 350*x26 + 5*b27 + 8*b28 + 6*b29 + 10*b30 + 6*b31 + 7*b32 + 4*b33
+ 5*b34 + 2*b35 + 4*b36 =E= 0;
e2.. x2 - x3 - x4 =E= 0;
e3.. - x5 - x6 + x7 =E= 0;
e4.. x7 - x8 - x9 =E= 0;
e5.. x9 - x10 - x11 - x12 =E= 0;
e6.. x14 - x17 - x18 =E= 0;
e7.. x16 - x19 - x20 - x21 =E= 0;
e8.. -log(1 + x3) + x5 + b27 =L= 1;
e9.. x3 - 10*b27 =L= 0;
e10.. x5 - 2.39789527279837*b27 =L= 0;
e11.. -1.2*log(1 + x4) + x6 + b28 =L= 1;
e12.. x4 - 10*b28 =L= 0;
e13.. x6 - 2.87747432735804*b28 =L= 0;
e14.. - 0.75*x10 + x14 + b29 =L= 1;
e15.. - 0.75*x10 + x14 - b29 =G= -1;
e16.. x10 - 2.87747432735804*b29 =L= 0;
e17.. x14 - 2.15810574551853*b29 =L= 0;
e18.. -1.5*log(1 + x11) + x15 + b30 =L= 1;
e19.. x11 - 2.87747432735804*b30 =L= 0;
e20.. x15 - 2.03277599268042*b30 =L= 0;
e21.. - x12 + x16 + b31 =L= 1;
e22.. - x12 + x16 - b31 =G= -1;
e23.. - 0.5*x13 + x16 + b31 =L= 1;
e24.. - 0.5*x13 + x16 - b31 =G= -1;
e25.. x12 - 2.87747432735804*b31 =L= 0;
e26.. x13 - 7*b31 =L= 0;
e27.. x16 - 3.5*b31 =L= 0;
e28.. -1.25*log(1 + x17) + x22 + b32 =L= 1;
e29.. x17 - 2.15810574551853*b32 =L= 0;
e30.. x22 - 1.43746550029693*b32 =L= 0;
e31.. -0.9*log(1 + x18) + x23 + b33 =L= 1;
e32.. x18 - 2.15810574551853*b33 =L= 0;
e33.. x23 - 1.03497516021379*b33 =L= 0;
e34.. -log(1 + x15) + x24 + b34 =L= 1;
e35.. x15 - 2.03277599268042*b34 =L= 0;
e36.. x24 - 1.10947836929589*b34 =L= 0;
e37.. - 0.9*x19 + x25 + b35 =L= 1;
e38.. - 0.9*x19 + x25 - b35 =G= -1;
e39.. x19 - 3.5*b35 =L= 0;
e40.. x25 - 3.15*b35 =L= 0;
e41.. - 0.6*x20 + x26 + b36 =L= 1;
e42.. - 0.6*x20 + x26 - b36 =G= -1;
e43.. x20 - 3.5*b36 =L= 0;
e44.. x26 - 2.1*b36 =L= 0;
e45.. b27 + b28 =E= 1;
e46.. - b29 + b32 + b33 =G= 0;
e47.. - b30 + b34 =G= 0;
e48.. b27 + b28 - b29 =G= 0;
e49.. b27 + b28 - b30 =G= 0;
e50.. b27 + b28 - b31 =G= 0;
e51.. b29 - b32 =G= 0;
e52.. b29 - b33 =G= 0;
e53.. b30 - b34 =G= 0;
e54.. b31 - b35 =G= 0;
e55.. b31 - b36 =G= 0;
* set non-default bounds
x2.up = 10;
x13.up = 7;
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% maximizing objvar;
Last updated: 2025-08-07 Git hash: e62cedfc

