Discrete Optimum Design of Truss Structures by an Improved Firefly Algorithm

This paper presents an improved firefly algorithm (FA) for fast optimization of truss structures with discrete variables. The enhanced accelerated firefly algorithm (AFA) is a simple, but very effective modification of FA. In order to investigate the performance and robustness of the proposed algori...

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Veröffentlicht in:Advances in structural engineering 2014-11, Vol.17 (10), p.1517-1530
Hauptverfasser: Baghlani, A., Makiabadi, M.H., Sarcheshmehpour, M.
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper presents an improved firefly algorithm (FA) for fast optimization of truss structures with discrete variables. The enhanced accelerated firefly algorithm (AFA) is a simple, but very effective modification of FA. In order to investigate the performance and robustness of the proposed algorithm, some benchmark (structural optimization) problems are solved and the results are compared with FA and other algorithms. The results show that in some test cases, AFA not only finds lighter structures compared to other algorithms, but also converges faster. In the rest test cases, the optimal solutions are found with very less computational effort. The study also shows that the proposed AFA remarkably improves stability of the firefly algorithm in discrete design of truss structures.
ISSN:1369-4332
2048-4011
DOI:10.1260/1369-4332.17.10.1517