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Multi-Criteria Genetic Algorithm for Optimizing Distributed Computing Systems in Neural Network Synthesis

Artificial neural networks (ANNs) are increasingly effective in addressing complex scientific and technological challenges. However, challenges persist in synthesizing neural network models and defining their structural parameters. This study investigates the use of parallel evolutionary algorithms...

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Principais autores: Valeriya V. Tynchenko, Ivan Malashin, Sergei O. Kurashkin, Vadim Tynchenko, Andrei Gantimurov, Vladimir Nelyub, Aleksei Borodulin
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2025-05-01
סדרה:Future Internet
נושאים:
neural networks
distributed computing
multi-criteria optimization
evolutionary algorithms
performance optimization
גישה מקוונת:https://www.mdpi.com/1999-5903/17/5/215
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