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Towards Generative Design of Computationally Efficient Mathematical Models with Evolutionary Learning

In this paper, we describe the concept of generative design approach applied to the automated evolutionary learning of mathematical models in a computationally efficient way. To formalize the problems of models’ design and co-design, the generalized formulation of the modeling workflow is proposed....

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Kalyuzhnaya, Anna V., Nikitin, Nikolay O., Hvatov, Alexander, Maslyaev, Mikhail, Yachmenkov, Mikhail, Boukhanovsky, Alexander
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7823403/
https://ncbi.nlm.nih.gov/pubmed/33375471
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010028
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