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libSRES: A C library of Stochastic Ranking Evolution Strategy
libSRES is a library of Stochastic Ranking Evolution Strategy
for constrained optimization. It is written in C, compiled
with GCC on Linux/UNIX system.
- Licensing
- For academic usage,
libSRES is free.
It is distributed under
GPL
- For other usages, please contact the author(s).
- Download
The current release is
version 1.00.
For academic usage,
it is free for
download.
The MPI version
is
available here.
- System requirement
Currently, libSRES has only been built on
linux/UNIX with
GCC.
- Documentation
Complete documentation (manual) in
HTML
or
PDF
(recommended)
or
PS(.gz)
formats.
If there's any probelm to open the manual, please feel
free to contact author.
- Algorithm
The main algorithm is described in
Runarsson and Yao's work.
It is available at
http://cerium.raunvis.hi.is/~tpr/software/sres/
- Samples
- In the package, it includes the thirteen examples
described in
Runarsson and Yao's work.
- These examples are also implemented using
MPI
for distributed, parallel implementations.
- libSRES has been applied for parameter estimation
in two biochemical pathways: threestep model described
in work by Banga, et al.,
and HIV model described in work by
Mendes & Kell
and Kuzmič, et al. To do these,
CVODE
is needed.
Data file for HIV model.
Source code for HIV model.
Source code for threestep model.
- References
Please see in the
manual.
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