<s>
Name	O
Programming	O
language	O
Latest	O
stable	O
version	O
Academic/noncommercialuse	O
is	O
free	O
Can	O
be	O
used	O
inproprietary	O
apps	O
License	O
Notes	O
ALGLIB	B-Library
C++	O
,	O
C#	O
,	O
Python	O
,	O
FreePascal	O
3.19.0	O
/	O
June	O
2022	O
Dual	O
(	O
Commercial	O
,	O
GPL	O
)	O
General	O
purpose	O
library	O
,	O
includes	O
optimization	O
package	O
:	O
linear	O
,	O
quadratic	O
,	O
nonlinear	O
programming	O
.	O
</s>
<s>
AMPL	B-Language
C	O
,	O
C++	O
,	O
C#	O
,	O
Python	O
,	O
Java	O
,	O
Matlab	O
,	O
R	O
October	O
2018	O
Dual	O
(	O
Commercial	O
,	O
academic	O
)	O
A	O
popular	O
algebraic	O
modeling	O
language	O
for	O
linear	O
,	O
mixed-integer	O
and	O
nonlinear	O
optimization	O
.	O
</s>
<s>
Student	O
and	O
AMPL	B-Language
for	O
courses	O
versions	O
are	O
available	O
for	O
free	O
.	O
</s>
<s>
APMonitor	B-Application
Fortran	O
,	O
C++	O
,	O
Python	O
,	O
Matlab	O
,	O
Julia	O
0.6.2	O
/	O
March	O
2016	O
Dual	O
(	O
Commercial	O
,	O
academic	O
)	O
A	O
differential	O
and	O
algebraic	O
modeling	O
language	O
for	O
mixed-integer	O
and	O
nonlinear	O
optimization	O
.	O
</s>
<s>
Artelys	B-Application
Knitro	I-Application
C	O
,	O
C++	O
,	O
C#	O
,	O
Python	O
,	O
Java	O
,	O
Julia	O
,	O
Matlab	O
,	O
R	O
11.1	O
/	O
November	O
2018	O
Commercial	O
,	O
Academic	O
,	O
Trial	O
General	O
purpose	O
library	O
,	O
specialized	O
in	O
nonlinear	O
optimization	O
.	O
</s>
<s>
CPLEX	B-Application
C	O
,	O
C++	O
,	O
Java	O
,	O
C#	O
,	O
Python	O
,	O
R	O
20.1	O
/	O
Dec	O
2020	O
Commercial	O
,	O
academic	O
,	O
trial	O
IBM	O
CPLEX	B-Application
Optimization	O
Studio	O
is	O
a	O
suite	O
of	O
optimization	O
engines	O
(	O
CPLEX	B-Application
for	O
Mathematical	O
Programming	O
,	O
and	O
CP	O
Optimizer	O
for	O
Constraint	B-Application
programming	O
)	O
,	O
a	O
modeling	O
language	O
(	O
OPL	O
)	O
,	O
and	O
an	O
Integrated	O
Development	O
Environment.FICO	O
XpressMosel	O
,	O
BCL	O
,	O
C	O
,	O
C++	O
,	O
Java	O
,	O
R	O
,	O
Python	O
,	O
Matlab	O
,	O
.Net	O
,	O
VB68.13	O
/	O
Nov	O
2021Commercial	O
,	O
academic	O
,	O
community	O
,	O
trialSuite	O
of	O
Optimization	O
Technologies	O
and	O
Solutions	O
.	O
</s>
<s>
Includes	O
:	O
Solver	O
technologies	O
including	O
(	O
LP	O
(	O
Simplex	O
&	O
Barrier	O
)	O
,	O
MIP	O
,	O
MIQP	O
,	O
MIQCQP	O
,	O
MISOCP	O
,	O
MINLP	O
QP	O
,	O
QCQP	O
,	O
SOCP	O
,	O
NLP	O
(	O
SLP	O
&	O
Interior	O
Point	O
)	O
;	O
An	O
algebraic	O
modelling	O
and	O
procedural	O
programming	O
language	O
;	O
an	O
Integrated	O
Development	O
Environment	O
;	O
Supports	O
for	O
a	O
range	O
of	O
execution	O
services	O
;	O
Support	O
for	O
packaging	O
of	O
optimization	O
models	O
and	O
services	O
as	O
software	O
solutions	O
GEKKO	B-Application
Python	O
0.2.8	O
/	O
August	O
2020	O
Dual	O
(	O
Commercial	O
,	O
academic	O
)	O
GEKKO	B-Application
is	O
a	O
Python	O
package	O
for	O
machine	O
learning	O
and	O
optimization	O
of	O
mixed-integer	O
and	O
differential	O
algebraic	O
equations	O
.	O
</s>
<s>
GNU	B-Application
Scientific	I-Application
Library	I-Application
C	O
1.16	O
/	O
July	O
2013	O
GPL	O
Free	O
library	O
provided	O
by	O
GNU	O
project	O
.	O
</s>
<s>
IMSL	B-Library
Numerical	I-Library
Libraries	I-Library
C	O
,	O
Java	O
,	O
C#	O
,	O
Fortran	O
,	O
Python	O
many	O
components	O
Proprietary	O
LIONsolver	B-Application
C++	O
,	O
Java	O
2.0.198	O
/	O
October	O
2011	O
Proprietary	O
Support	O
for	O
interactive	O
and	O
learning	O
optimization	O
,	O
</s>
<s>
Math	B-Language
Kernel	I-Language
Library	I-Language
(	O
MKL	O
)	O
C++	O
,	O
Fortran	O
11.1	O
/	O
October	O
2013	O
Proprietary	O
Numerical	O
library	O
from	O
Intel	O
.	O
</s>
<s>
Wolfram	B-Application
Mathematica	I-Application
C++	O
,	O
Wolfram	O
Language	O
Proprietary	O
Constrained	O
nonlinear	O
optimization	O
,	O
interior	O
point	O
methods	O
,	O
convex	O
optimization	O
and	O
integer	O
programming-as	O
well	O
as	O
original	O
symbolic	O
methods	O
integrated	O
with	O
general	O
computational	O
capabilities.MIDACOC	O
++	O
,	O
C#	O
,	O
Python	O
,	O
Matlab	O
,	O
Octave	O
,	O
Fortran	O
,	O
R	O
,	O
Java	O
,	O
Excel	O
,	O
VBA	O
,	O
Julia6.0	O
/	O
Mar	O
2018Dual	O
(	O
Commercial	O
,	O
academic	O
)	O
Lightweight	O
software	O
tool	O
for	O
single	O
-	O
and	O
multi-objective	O
optimization	O
.	O
</s>
<s>
NAG	O
Numerical	O
Libraries	O
C	O
,	O
Fortran	O
Mark	O
26	O
/	O
October	O
2017	O
Proprietary	O
NMath	B-Language
C#	O
5.3	O
/	O
May	O
2013	O
Proprietary	O
C#	O
numerical	O
library	O
built	O
on	O
top	O
of	O
MKL	O
.	O
</s>
<s>
Octeract	B-Application
Engine	I-Application
C++	O
/Python	O
0.11.29	O
/	O
November	O
2019	O
Commercial	O
Supercomputing	O
deterministic	O
global	O
optimization	O
solver	O
for	O
general	O
MINLP	O
problems	O
.	O
</s>
<s>
Octeract	B-Application
Engine	I-Application
uses	O
MPI	O
for	O
distributed	O
calculations	O
.	O
</s>
<s>
OptaPlanner	B-Application
Java	O
8.0.0.Final	O
/	O
November	O
2020	O
ASL	O
(	O
open	O
source	O
)	O
Lightweight	O
optimization	O
solver	O
in	O
Java	O
,	O
with	O
optional	O
integration	O
modules	O
for	O
JPA-Hibernate	O
,	O
Quarkus	O
,	O
Spring	O
,	O
Jackson	O
,	O
JAXB	O
,	O
etc	O
.	O
</s>
<s>
SciPy	B-Application
Python	O
0.13.1	O
/	O
November	O
2013	O
BSD	O
General	O
purpose	O
numerical	O
and	O
scientific	O
computing	O
library	O
for	O
Python	O
.	O
</s>
