Pre-tensioned concrete beams optimized with a unified function of objective (UFO) using ANN-based Hong-Lagrange method

WK Hong, MC Nguyen, TD Pham - Journal of Asian Architecture …, 2024 - Taylor & Francis
The present study simultaneously optimizes the three objective functions of pre-tensioned
concrete (PT) beams, such as construction and material cost, beam weights, and beam …

Pareto frontier for steel-reinforced concrete beam developed based on ANN-based Hong-Lagrange algorithm

WK Hong, DH Nguyen - Journal of Asian Architecture and Building …, 2023 - Taylor & Francis
Multi-objective optimization (MOO) is always a challenging issue for engineers in the field of
structural engineering, where several objective functions must be satisfied under equality …

[HTML][HTML] Nonlinear Load-Deflection Analysis of Steel Rebar-Reinforced Concrete Beams: Experimental, Theoretical and Machine Learning Analysis

M Karabulut - Buildings, 2025 - mdpi.com
The integration of cutting-edge technologies into reinforced concrete (RC) design is
reshaping the construction industry, enabling smarter and more sustainable solutions …

[图书][B] AI-Based Optimized Design of Structural Frames: With Application to Practical Building Designs

WK Hong - 2024 - books.google.com
This book introduces an auto‐design‐based optimization for building frames using an
artificial neural network (ANN)‐based Lagrange method and novel genetic algorithm (GA) …