Evolutionary algorithms for species distribution modelling: A review in the context of machine learning

•The development of species distribution models relies on machine learning algorithms.•Evolutionary algorithms (EAs) bring new insights in ecological model development.•Feature selection and parameter-rich model calibration are key EA training subjects.•Many learning methods used in ecology can be c...

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Bibliographic Details
Published in:	Ecological modelling Vol. 392; pp. 179 - 195
Main Authors:	Gobeyn, Sacha, Mouton, Ans M., Cord, Anna F., Kaim, Andrea, Volk, Martin, Goethals, Peter L.M.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 24.01.2019
Subjects:	algorithms artificial intelligence Automated model selection biogeography calibration decision making ecosystems Evolutionary algorithms guidelines Machine learning Model development Species distribution modelling Species distribution modelling Evolutionary algorithms Automated model selection Model development Machine learning
ISSN:	0304-3800, 1872-7026
Online Access:	Get full text
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