Layout, Topology, and Size Optimization of Steel Frame Design Using Metaheuristic Algorithms: A Comparative Study

Determining the topology, layout, and size of structural elements is one of the most important aspects in designing steel seismic-resistant structures. Optimization of these parameters is beneficial to find the lightest weight of the structure, thus reducing construction cost. This study compares th...

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Published in:Dimensi teknik sipil 2022-05, Vol.24 (1), p.31-37
Main Authors: Prayogo, Doddy, Santoso, Hasan, Budiman, Franky, Jason, Marcellino
Format: Article
Language:English
Subjects:
Metaheuristic
Optimization
SNI 1726:2019
SNI 1729:2020
SNI 7860:2020
Steel Seismic-Ressistant Structures
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Santoso, Hasan
Budiman, Franky
Jason, Marcellino
description Determining the topology, layout, and size of structural elements is one of the most important aspects in designing steel seismic-resistant structures. Optimization of these parameters is beneficial to find the lightest weight of the structure, thus reducing construction cost. This study compares the performance of three metaheuristic algorithms, namely, Particle Swarm Optimization (PSO), Symbiotic Organisms Search (SOS), and Differential Evolution (DE). Three study cases are used in order to find the lightest structural weight without violating constraints based on SNI 1726:2019, SNI 1729:2020, and SNI 7860:2020. The results of this study show that SOS has better performance than other algorithms.
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subjects Metaheuristic
Optimization
SNI 1726:2019
SNI 1729:2020
SNI 7860:2020
Steel Seismic-Ressistant Structures
title Layout, Topology, and Size Optimization of Steel Frame Design Using Metaheuristic Algorithms: A Comparative Study
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