AI-Based Optimized Design of Structural Frames: With Application to Practical Building Designs

Author:   Won‐Kee Hong (Kyung Hee University, Republic of Korea)
Publisher:   Taylor & Francis Ltd
ISBN:  

9781032536811


Pages:   582
Publication Date:   16 October 2024
Format:   Hardback
Availability:   In Print   Availability explained
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AI-Based Optimized Design of Structural Frames: With Application to Practical Building Designs


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Author:   Won‐Kee Hong (Kyung Hee University, Republic of Korea)
Publisher:   Taylor & Francis Ltd
Imprint:   CRC Press
Weight:   1.280kg
ISBN:  

9781032536811


ISBN 10:   1032536810
Pages:   582
Publication Date:   16 October 2024
Audience:   College/higher education ,  Professional and scholarly ,  Tertiary & Higher Education ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

1. Introduction to optimizations of structural frames. 2. An auto-design for optimizing RC frames using the ANN-based Hong-Lagrange algorithm. 3. An auto-design for optimizing prestressed frames using the ANN-based Hong-Lagrange algorithm. 4. An auto-design for optimizing steel frames using the ANN-based Hong-Lagrange algorithm. 5. A new GA using mutations with dynamic ranges and a probability-based natural selection method to optimize precast beams. 6. AI-based optimizations of RC and PT frames (AI-FRT) using penalty-based genetic algorithm with probabilistic-based natural selections (PPD-GA) using dynamic mutations.

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Author Information

Won‐Kee Hong is a professor of Architectural Engineering at Kyung Hee University, Republic of Korea. He has more than 35 years of professional experience in structural and construction engineering, having worked for Englekirk and Hart, USA; Nihon Sekkei, Japan; and Samsung Engineering and Construction, Korea. He has published more than 20 international papers in the field of AI‑based structural designs including building frames. He is the author of several books including Hybrid Composite Precast Systems (Elsevier), Artificial Intelligence‑Based Design of Reinforced Concrete Structures (Elsevier), Artificial Neural Network‑based Optimized Design of Reinforced Concrete Structures (CRC Press, Taylor & Francis Group) and Artificial Neural Network‑based Prestressed Concrete and Composite Structures (CRC Press, Taylor & Francis Group).

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