Artificial neural network-based designs of prestressed concrete and composite structures. (2023)

• Record Type: Book
• Further Information: Note: Won-Kee Hong.
• Authors: (Professor of architectural engineering), Hong, Won-Kee
• Contents: 1. Basic principles of prestressed structures based on Eurocode 2. 2. Holistic design of pre-tensioned concrete beams based on artificial neural networks. 3. An optimized design of pre-tensioned concrete beams using an ANN-based Lagrange algorithm. 4. Multi-objective optimizations (MOO) of pre-tensioned concrete beams using an ANN-based Lagrange algorithm. 5. Reverse design charts for steel-reinforced concrete beams based on artificial neural networks. 6. An optimization of steel-reinforced concrete beams using an ANN-based Lagrange algorithm. 7. Multi-objective optimization (MOO) for Steel-Reinforced Concrete Beam developed based on ANN-based Lagrange Algorithm. 8. An ANN-based reverse design of reinforced concrete columns encasing H-shaped steel section. 9. Design optimizations of concrete columns encasing H-shaped steel sections under a biaxial bending using an ANN-based Lagrange algorithm. 10. A Pareto frontier using an ANN-based multi-objective optimization (MOO) for concrete columns encasing H-shaped steel sustaining multi-biaxial loads.
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2023
• Extent: 1 online resource (432 pages), illustrations (black and white, and colour)
• Subjects: 624.18340285; Concrete construction; Structural design -- Data processing; Prestressed concrete; Neural networks (Computer science)
• Languages: English
• ISBNs: 9781000913934; 9781000913897
• Related ISBNs: 9781032408088
• Notes: Note: Includes bibliographical references and index.; 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.