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Project Summary

ECF is a C++ framework intended for application of any type of evolutionary computation. Current features include:

* parameterless: genotype (individual structure) is the only mandatory parameter
* genetic algorithm genotypes (bitstring, binary encoded real values, floating point vectors, permutation vectors), genetic programming genotype (tree)
* individuals may contain any genotypes in any number
* algorithms: steady state tournament, generational roulette-wheel, elimination, particle swarm optimization (PSO), differential evolution (DE), artificial bee colony (ABC), clonal selection (CLONALG), genetic annealing, random search
* parallel execution in many models (global paralel EA, distributed EA, hybrid parallel EA...) using MPI

Tags

c++ combinatorial_optimization evolutionary-algorithms evolutionary-computation framework genetic-algorithm genetic-programming parallelalgorithm paralleldistributedprocessing parallelization particle-swarm-optimization portable

In a Nutshell, Evolutionary computation framework...

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Languages

Languages?height=75&width=75
C++
47%
XML
20%
shell script
19%
10 Other
14%

30 Day Summary

Jan 20 2018 — Feb 19 2018

12 Month Summary

Feb 19 2017 — Feb 19 2018
  • 12 Commits
    Down 0 (0%) from previous 12 months
  • 1 Contributors
    Down 0 (0%) from previous 12 months

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