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
In a Nutshell, Evolutionary computation framework...
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took an estimated 15 years of effort (COCOMO model)
starting with its first commit in February, 2009
ending with its most recent commit over 1 year ago
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30 Day SummaryJun 4 2022 — Jul 4 2022
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12 Month SummaryJul 4 2021 — Jul 4 2022
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