Optimization of Analog Circuit Parameters Using Bidirectional Long Short-Term Memory Coupled with an Enhanced Whale Optimization Algorithm

Optimization of Analog Circuit Parameters Using Bidirectional Long Short-Term Memory Coupled with an Enhanced Whale Optimization Algorithm

The development of surrogate models based on limited data is crucial in enhancing the speed of structural analysis and design optimization. Surrogate models are highly effective in alleviating the challenges between design variables and performance evaluation. Bidirectional Long Short-Term Memory (B...

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Bibliographic Details
Main Authors: Hengfei Yang, Shiyuan Yang, Debiao Meng, Chenghao Hu, Chaosheng Wu, Bo Yang, Peng Nie, Yuan Si, Xiaoyan Su
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Mathematics
Subjects:
analog circuit parameters
whale optimization algorithm
long short-term memory neural networks
Online Access:https://www.mdpi.com/2227-7390/13/1/121
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