Damage Detection in Structural Health Monitoring Using an Integrated ANNIRSA Approach
Ngoc Dung Bui,
Minh Dang,
Tran Hieu Nguyen
Abstract:In the past decade, artificial neural networks (ANNs) have been widely employed to address many problems. Despite their powerful problem-solving capabilities, ANNs are susceptible to a significant risk of stagnation in local minima due to using backpropagation algorithms based on gradient descent (GD) for optimal solution searching. In this paper, we introduce an enhanced version of the reptile search algorithm (IRSA), which operates in conjunction with an ANN to mitigate these limitations. By substituting GD … Show more
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