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Mathematical optimization software
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Mathematical optimization software
Data formats
Mathematica
MPS
nl
sol
Modeling
tools
AIMMS
AMPL
APMonitor
ECLiPSe
-CLP
Gekko
GAMS
GNU MathProg
JuMP
LINDO
OPL
Mathematica
MiniZinc
OptimJ
PuLP
Pyomo
TOMLAB
Xpress Mosel
ZIMPL
Solvers
LP
,
MILP
∗
APOPT
∗
ANTIGONE
∗
Artelys Knitro
∗
BCP
∗
CLP
CBC
∗
CPLEX
∗
FortMP
∗
GCG
∗
GLOP
∗
GLPK/GLPSOL
∗
Gurobi Optimizer
∗
HiGHS
∗
LINDO
∗
Lp_solve
LOQO
Mathematica
MINOS
MINTO
∗
MOSEK
∗
NAG
SCIP
∗
SoPlex
Octeract Engine
∗
SYMPHONY
∗
Xpress Optimizer
∗
QP
, MIQP
∗
APOPT
∗
ANTIGONE
∗
Artelys Knitro
∗
CBC
∗
CLP
CPLEX
∗
FortMP
∗
HiGHS
Gurobi Optimizer
∗
IPOPT
LINDO
∗
Mathematica
MINOS
MOSEK
∗
NAG
Octeract Engine
∗
SCIP
∗
Xpress Optimizer
∗
QCP
, MIQCP
∗
APOPT
∗
ANTIGONE
∗
Artelys Knitro
∗
CPLEX
∗
Gurobi Optimizer
∗
IPOPT
LINDO
∗
Mathematica
MINOS
MOSEK
∗
NAG
SCIP
∗
Octeract Engine
∗
Xpress Optimizer
∗
Xpress NonLinear
∗
SOCP
, MISOCP
∗
Artelys Knitro
∗
CPLEX
∗
Gurobi Optimizer
∗
LINDO
∗
LOQO
Mathematica
MOSEK
∗
NAG
SCIP
∗
Xpress Optimizer
∗
SDP
, MISDP
∗
Mathematica
MOSEK
NAG
NLP
, MINLP
∗
AOA
∗
APOPT
∗
ANTIGONE
∗
Artelys Knitro
∗
BARON
∗
Couenne
∗
Galahad library
Gurobi Optimizer
∗
IPOPT
LINDO
∗
LOQO
MIDACO
∗
MINOS
NAG
NLPQLP
NPSOL
SCIP
∗
SNOPT
∗
Octeract Engine
∗
WORHP
Xpress NonLinear
∗
GO
ANTIGONE
∗
BARON
Couenne
∗
Xpress Global
Mathematica
LINDO
SCIP
Octeract Engine
CP
Artelys Kalis
Comet
CPLEX
CP Optimizer
Gecode
Mathematica
JaCoP
Xpress Kalis
List of optimization software
Comparison of optimization software
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