multistructured-problems-lk-gomea

https://github.com/8uurg/multistructured-problems-lk-gomea

Science Score: 67.0%

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CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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Found .zenodo.json file
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DOI references
Found 3 DOI reference(s) in README
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Links to: arxiv.org, acm.org, zenodo.org
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Low similarity (9.7%) to scientific vocabulary

Last synced: 10 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: 8uurg
Language: Jupyter Notebook
Default Branch: master
Size: 1.78 MB

Statistics

Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Releases: 1

Created over 4 years ago · Last pushed over 1 year ago

Metadata Files

Readme Citation

readme.md

Raw data (e.g. raw experimental results) can be found here: https://doi.org/10.4121/19314218.

Processing-* contain the relevant notebooks for generating the graphs from data, requires numpy, pandas, an rpy2 installation using an R installation which has dplyr & ggplot2 installed.

If you use this work, please cite the relevant work. * Submitted to GECCO 2022 * Published at GECCO 2022: https://dl.acm.org/doi/10.1145/3512290.3528828 * ArXiv: https://arxiv.org/abs/2203.05970 - prefer citing the published version instead.

source-singleobjective also includes a modified version of DSMGA-II that uses the Interleaved Multistart Scheme. As per https://github.com/tianliyu/DSMGA-II, if used within a publication, please include the following citation: S.-H. Hsu and T.-L. Yu, Optimization by pairwise linkage detection, incremental linkage set, and restricted/back mixing: DSMGA-II, Genetic and Evolutionary Computation Conference (GECCO 2015).

Credit

DAEDALUS – Distributed and Automated Evolutionary Deep Architecture Learning with Unprecedented Scalability

This research code was developed as part of the research programme Open Technology Programme with project number 18373, which was financed by the Dutch Research Council (NWO), Elekta, and Ortec Logiqcare.

Project leaders: Peter A.N. Bosman, Tanja Alderliesten Researchers: Alex Chebykin, Arthur Guijt, Vangelis Kostoulas Main code developer: Arthur Guijt

Owner

Login: 8uurg
Kind: user

Repositories: 19
Profile: https://github.com/8uurg

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: >-
  Solving multi-structured problems by introducing
  linkage kernels into GOMEA - Source Code
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Arthur
    family-names: Guijt
    email: arthur.guijt@cwi.nl
    affiliation: Centrum Wiskunde & Informatica
    orcid: 'https://orcid.org/0000-0002-0480-2129'
  - given-names: Dirk
    family-names: Thierens
    email: D.Thierens@uu.nl
    orcid: 'https://orcid.org/0000-0002-9308-5159'
    affiliation: Utrecht University
  - given-names: Tanja
    family-names: Alderliesten
    email: T.Alderliesten@lumc.nl
    affiliation: Leiden University Medical Center
    orcid: 'https://orcid.org/0000-0003-4261-7511'
  - given-names: Peter A.N.
    family-names: Bosman
    email: Peter.Bosman@cwi.nl
    orcid: 'https://orcid.org/0000-0002-4186-6666'
    affiliation: >-
      Centrum Wiskunde & Informatica, and Delft
      University of Technology

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