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Challenges of ELA-based Function Evolution using Genetic Programming - Reproducability files - MaRDI portal

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Challenges of ELA-based Function Evolution using Genetic Programming - Reproducability files

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DOI10.5281/zenodo.7896138Zenodo7896138MaRDI QIDQ6690593

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 4 May 2023

Copyright license: No records found.



Description

This repository contains the data and code for the paper Challenges of ELA-based Function Evolution using Genetic Programming This repository consists of separated folders, which contain the following data: ## Code: This is the main code used to run the GP functions. The main executable is main_gp.py, which executes a single run of the GP system (based on the passed-in argument, which is an index from 0-71 in our experiments). The data for the BBOB functions are generated using the preliminary folder and the get_ela_preliminary.py file. ## Data_GP: This contains the full logs from each GP run, separated by target function and dimension. ## data_random_func: This contains the same kind of data but for the Random Function Generator. ## Reproducibility: This contains all code used to analyse and visualize the resulting data. The notebook is structured in the same way as the paper, separated by figure.






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