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DEPP

swMATH ID: 32434
Software Authors: Jonas Joacir Radtke; Guilherme Bertoldo; Carlos Henrique Marchi
Description: 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.
Homepage: https://zenodo.org/record/3722436#.XoQxCC35yiI
Source Code: https://github.com/gbertoldo/DEPP
Keywords: Journal of Open Source Software; JOSS; Differential Evolution heuristic; optimization; DE; Fortran 2008; MPI
Related Software: JADE; RNAmmer; Phylo-MCOA; APPLES; DEPP; FastMe; ASTRAL-II; SimPhy
Cited in: 1 Publication

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