Repaired chromosome in genetic algorithm for steel structure optimization

P. Suprobo*, P. Aji, M. Ghozi

*Corresponding author for this work

Research output: Contribution to conferencePaperpeer-review

Abstract

A new optimization procedure for designing a steel frame structure is presented in this paper. A repaired or "modified" chromosome in genetic algorithm is intoduced in the optimization procedure. The proposed method is applied to two stuctural models. The first model is a three storey ordinary steel structure moment frame designed according to AISC-ASD, while the second one is a three storey eccentrically steel braced frame designed according to AISC-LRFD. From the analysis carried out, it is concluded that the optimization process of using repaired chromosome in the genetic algorithms results a better solution than an ordinary genetic algorithms. The new proposed method is more stable, reliable and faster in computing process; furthermore, it gives a lighter or less structural weight.

Original languageEnglish
Publication statusPublished - 2013
Event13th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC 2013 - Sapporo, Japan
Duration: 11 Sept 201313 Sept 2013

Conference

Conference13th East Asia-Pacific Conference on Structural Engineering and Construction, EASEC 2013
Country/TerritoryJapan
CitySapporo
Period11/09/1313/09/13

Keywords

  • Chromosome
  • Genetic algorithm
  • Optimization
  • Steel structure

Fingerprint

Dive into the research topics of 'Repaired chromosome in genetic algorithm for steel structure optimization'. Together they form a unique fingerprint.

Cite this