i am working on research about mobility aware service migration in fog computing network. i dont know how to use genetic algorithm? and how can i convert it into matlab code?
i need to know if there are other any available tools? how can i simulate genetic algorithm?
how can i relate between it and iFOGSIM environment?
Article GASP: Genetic Algorithms for Service Placement in Fog Comput...
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6471917/
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6630307/
Related to your query, I suggest : Article Service Migration in Fog Computing Enabled Cellular Networks...
Article All One Needs to Know about Fog Computing and Related Edge C...
https://hal.inria.fr/hal-02313711v2/document
I have worked on Genetic Algorithms but I used other programming Languages:
Java, Python and C,C++, I know other researchers use Darwin as a programming language for GA (Genetic Algorithm) it is claimed to be easiest for GA coding.
"Darwin: It is a genetic algorithm language that facilitates experimentation of GA solutions representations, operators and parameters while requiring a minimal set of definitions and automatically generating most of the program code. The syntax of this language is quite easy to use which provides an implementation overview of the cross-compiler. It is especially useful for users that are already familiar with genetic algorithms, programming languages and compilers."
I am familiar with a Programming Framework for GA:
"
PyGEP is a simple library suitable for academic study of GEP (Gene Expression Programming) in Python 2.5, aiming for ease of use and rapid implementation. It provides standard multigenic chromosomes; a population class using elitism and fitness scaling for selection; mutation, crossover and transposition operators; and some standard GEP functions and linkers.
PyGEP is intended for research, not commercial application. Those interested in a full GEP system are advised to visit Gepsoft, makers of GeneXproTools.
"
pygep https://code.google.com/archive/p/pygep/
You have a lot of other options even the open source alternative to Matlab
GNU Octave (it supports matlab code) https://www.gnu.org/software/octave/
My Matlab usage was longtime ago and very basic if you are determent to use Matlab I really have nothing to advice you on except try Octave as free to use.
Regards, Alex
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