Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions

Toğan, Vedat; DALOĞLU, Ayşe; MORTAZAVİ, Ali; NUHOĞLU, Ayhan

Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions

Ali MORTAZAVİ, (Uşak Üniversitesi)

Vedat TOĞAN, (Karadeniz Teknik Üniversitesi)

Ayşe DALOĞLU, (Karadeniz Teknik Üniversitesi)

Ayhan NUHOĞLU (Ege Üniversitesi)

Gazi University Journal of Science

2 0

Yıl: 2018 Cilt: 31 Sayı: 2 Sayfa Aralığı: 416 - 435 Metin Dili: İngilizce İndeks Tarihi: 17-02-2020

Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions

Öz:

Optimal solution of a desired optimization problem is mostly obtained via minimizing ormaximizing a real function considering several predefined limitations. Selection of properoptimization algorithm as an optimizer tool plays a key role on the solution process. In thisrespect, current study intends to compare the performances of two different prevalentmetaheuristic optimization algorithms. These are integrated particle swarm optimizer (iPSO)and teaching and learning based optimizer (TLBO). The former method is a single-phasealgorithm while the latter one is the double-phase algorithm. Capabilities of both algorithmswere compared separately on some mathematical benchmark test problems. Furthermore, toexhibit and compare their performance on solving more complex problems, size and topologyoptimization of the structural systems are also examined. Achieved results demonstrate thesuperiority of iPSO in comparison with TLBO in both search capability and convergence rate.

Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık

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APA	MORTAZAVİ A, Toğan V, DALOĞLU A, NUHOĞLU A (2018). Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. , 416 - 435.
Chicago	MORTAZAVİ Ali,Toğan Vedat,DALOĞLU Ayşe,NUHOĞLU Ayhan Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. (2018): 416 - 435.
MLA	MORTAZAVİ Ali,Toğan Vedat,DALOĞLU Ayşe,NUHOĞLU Ayhan Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. , 2018, ss.416 - 435.
AMA	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. . 2018; 416 - 435.
Vancouver	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. . 2018; 416 - 435.
IEEE	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A "Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions." , ss.416 - 435, 2018.
ISNAD	MORTAZAVİ, Ali vd. "Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions". (2018), 416-435.

APA	MORTAZAVİ A, Toğan V, DALOĞLU A, NUHOĞLU A (2018). Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. Gazi University Journal of Science, 31(2), 416 - 435.
Chicago	MORTAZAVİ Ali,Toğan Vedat,DALOĞLU Ayşe,NUHOĞLU Ayhan Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. Gazi University Journal of Science 31, no.2 (2018): 416 - 435.
MLA	MORTAZAVİ Ali,Toğan Vedat,DALOĞLU Ayşe,NUHOĞLU Ayhan Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. Gazi University Journal of Science, vol.31, no.2, 2018, ss.416 - 435.
AMA	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. Gazi University Journal of Science. 2018; 31(2): 416 - 435.
Vancouver	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions. Gazi University Journal of Science. 2018; 31(2): 416 - 435.
IEEE	MORTAZAVİ A,Toğan V,DALOĞLU A,NUHOĞLU A "Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions." Gazi University Journal of Science, 31, ss.416 - 435, 2018.
ISNAD	MORTAZAVİ, Ali vd. "Comparison of Two Metaheuristic Algorithms on Sizing and Topology Optimization of Trusses and Mathematical Functions". Gazi University Journal of Science 31/2 (2018), 416-435.