Artificial intelligence-based design of reinforced concrete structures : artificial neural networks for engineering applications /: artificial neural networks for engineering applications. (2023)

• Record Type: Book
• Further Information: Note: Won-Kee Hong.
• Authors: (Professor of architectural engineering), Hong, Won-Kee
• Contents: 1. Autonomous Design of Reinforced Concrete Beams and Columns Based on Artificial Neural Networks 2. Understanding artificial neural networks (ANNs): analogy to the biological neuron model 3. Factors influencing network trainings 4. Forward and backpropagation for artificial neural networks 5. Training methods: designs based on training entire data (TED), parallel training method (PTM), chained training scheme (CTS), and chained training scheme with revised sequence (CRS) 6. Singly reinforced concrete beams based on artificial neural networks 7. Design of Doubly Reinforced Concrete Beams based on Artificial Neural Network 8. Design of reinforced columns based on artificial neural networks APPENDIX A. Manual to use MATLAB for training artificial neural networks (ANNs) B. MATLAB code for Revise Scenario 4 of Table 8.3
• Publisher Details: Oxford : Woodhead Publishing
• Publication Date: 2023
• Extent: 1 online resource (270 pages)
• Subjects: 624.183410285632; Reinforced concrete construction -- Data processing; Artificial intelligence -- Engineering applications; Neural networks (Computer science)
• Languages: English
• ISBNs: 9780443152535
• Related ISBNs: 9780443152528
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.