A Formal Approach to Optimally Configure a Fully Connected Multilayer Hybrid Neural Network
This paper is devoted to a novel formal analysis, optimizing the learning models for feedforward multilayer neural networks with hybrid structures. The proposed mathematical description replicates a specific switched-type optimal control problem (OCP). We have developed an equivalent, optimal contro...
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| Main Authors: | Goutam Chakraborty, Vadim Azhmyakov, Luz Adriana Guzman Trujillo |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2024-12-01
|
| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/13/1/129 |
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