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DEPP - Differential Evolution Parallel Program

DEPP - Differential Evolution Parallel Program - Published in JOSS (2020)

https://github.com/gbertoldo/depp

Science Score: 93.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 4 DOI reference(s) in README and JOSS metadata
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    Academic publication links
    Links to: joss.theoj.org
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    Institutional organization owner
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    JOSS paper metadata
    Published in Journal of Open Source Software
Last synced: 6 months ago · JSON representation

Repository

Differential Evolution Parallel Program

Basic Info
  • Host: GitHub
  • Owner: gbertoldo
  • License: gpl-3.0
  • Language: Fortran
  • Default Branch: master
  • Size: 4.02 MB
Statistics
  • Stars: 1
  • Watchers: 2
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 10 years ago · Last pushed almost 6 years ago
Metadata Files
Readme Contributing License

README.md

DEPP - Differential Evolution Parallel Program

DOI

DEPP is an open-source optimization software based on Differential Evolution heuristic. It was designed to solve non-linear optimization problems of real-valued functions (objective functions) constrained to boxed domains. Additionally, this software is gradient-free, it is not code-invasive, i.e., objective function is treated as a "black-box", it is tolerant to failures, to poor precision calculated or noisy objective functions, it uses parallelization, that is particularly useful for handling computationally expensive objective functions, and it allows a Response Surface Methodology-Differential Evolution hybridization for convergence acceleration. Code is written using standard Fortran 2008 and applies the object-oriented paradigm, so that new differential evolution and/or hybridization strategies may be implemented more easily.

For details, please, see the documentation page: https://github.com/gbertoldo/DEPP/wiki

VERSION

Version 1.0.3

Owner

  • Login: gbertoldo
  • Kind: user

JOSS Publication

DEPP - Differential Evolution Parallel Program
Published
March 20, 2020
DOI
Volume 5, Issue 47, Page 1701
Authors
Jonas Joacir Radtke ORCID
Federal University of Technology - Paraná
Guilherme Bertoldo ORCID
Federal University of Technology - Paraná
Carlos Henrique Marchi ORCID
Federal University of Paraná
Editor
Marie E. Rognes ORCID
Tags
Optimization Differential Evolution MPI Fortran 2008
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Last synced: 7 months ago

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  • Total Commits: 147
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  • Avg Commits per committer: 147.0
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Guilherme Bertoldo g****o@g****m 147

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Past Year
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