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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....

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Entropy (Basel)
Päätekijät: Kalyuzhnaya, Anna V., Nikitin, Nikolay O., Hvatov, Alexander, Maslyaev, Mikhail, Yachmenkov, Mikhail, Boukhanovsky, Alexander
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2020
Aiheet:
Linkit: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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