Prayogo, Doddy and HADRIAN, and Tjong, Wong Foek (2021) A comparative study of several nature-inspired algorithms in steel deck floor system cost optimization. In: the International Conference on Digital & Empathic Architecture & Civil Engineering (DEACE 2021) , 21-08-2021 - 21-08-2021, Surabaya - Indonesia.
![[img]](https://repository.petra.ac.id/style/images/fileicons/application_pdf.png) | PDF Download (769Kb) |
| PDF Download (1942Kb) |
Abstract
Steel deck floor systems can be considered as one of the main components of a structure. As technology advances, the role of optimization is used in many aspects of structural designs. Steel deck floor systems are one of many components that are usually optimized to look for its optimum cost but are still able to hold the structure. This study compares the performance of the particle swarm optimization (PSO), artificial bee colony (ABC), differential evolution (DE), and symbiotic organisms search (SOS), that categorized as nature-inspired algorithms, in the optimization of a steel deck floor system. The variables considered are the edge beams, interior beams, and the composite steel deck. The results show that the SOS gives the most optimum cost with a better average and a perfect success rate.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | sertifikat baru dibagikan bulan lalu sehingga baru bisa input ikp2m saat ini |
| Uncontrolled Keywords: | metaheuristic, steel deck floor, cost optimization |
| Subjects: | T Technology > TA Engineering (General). Civil engineering (General) |
| Divisions: | Faculty of Civil Engineering and Planning > Civil Engineering Department |
| Depositing User: | Admin |
| Date Deposited: | 23 Nov 2021 20:23 |
| Last Modified: | 13 Dec 2021 16:15 |
| URI: | https://repository.petra.ac.id/id/eprint/19391 |
Actions (login required)
| View Item |
