Development of neural networks in civil engineering applications

• Main Author: Zhang, Yun
• Other Authors: Zhao Zhiye
• Format: Theses and Dissertations
• Language: English
• Published: 2010
• Subjects: DRNTU::Engineering::Civil engineering
• Online Access: https://hdl.handle.net/10356/20870
• Institution: Nanyang Technological University

The architecture of neural networks (NNs) has a significant impact on a network’s generalization ability. Ensemble neural networks (ENNs) are commonly used networks in many engineering applications due to their better generalization properties. An ENN usually includes several back-propagation networ...