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Author: Martin Pilat, Roman Neruda Contact: [email protected] GitHub Repository: https://github.com/martinpilat/asyncea/

Parallel Evolutionary Algorithm with Interleaving Generations

Archive contents

This archive contains the source files used to create the results in the paper exactly in the form in which they were used.

The main file asyncea.py runs all the experiments described in the paper, the logs are stored in the directory run_logs.

The parsim.py file contains the simulator of the parallel computer, which was used in the experiments.

The utils.py file contains few utilities needed in the experiments

The algorithms.py file contains the implementation of all the algorithms described in the paper. The implementations are mostly compatible with the deap library.

Requirements

python 3.6 deap

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