Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics
Yıl: 2020 Cilt: 11 Sayı: 3 Sayfa Aralığı: 75 - 81 Metin Dili: İngilizce DOI: https://doi.org/10.20528/cjcrl.2020.03.004 İndeks Tarihi: 21-10-2020
Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics
Öz: Design engineers may find various options of metaheuristic method in optimization of their problems. Because of the randomization nature of metaheuristic methods, solutions may trap to non-optimum solutions which are just optimums in a limited part of the selected range of the design variables. Generally, metaheuristics use sev-eral options to prevent this situation, but the same optimization process may solve different performances in every run of the process. Due to that, a comparative study by using ten different algorithms was done in this study. The optimization problem is the cost minimization of an L-shaped reinforced concrete (RC) retaining wall. The evaluation is done by conducting 30 multiple cycles of optimization,and comparing minimum cost, average cost and standard deviation values
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- ACI 318-14 (2014). Building Code Requirements for Structural Con-crete and Commentary. ACI Committee. Farmington Hills, MI.
- Ahmadi-Nedushan B, VaraeeH (2009). Optimal design of reinforced concrete retaining walls using a swarm intelligence technique. Pro-ceedings of thefirst International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering, UK.
- Aydogdu I (2017). Cost optimization of reinforced concrete cantilever retaining walls under seismic loading using a biogeography-based optimization algorithm with Levy flights.Engineering Optimiza-tion,49(3), 381-400.
- Camp CV, Akin A (2012). Design of retaining walls usingbig bang–big crunch optimization.Journal of Structural Engineering,138(3), 438-448.
- Ceranic B, Fryer C, Baines RW (2001). An application of simulated an-nealing to the optimum design of reinforced concrete retaining structures.Computers & Structures,79(17), 1569-1581.
- Geem ZW, Kim JH, Loganathan GV (2001). A new heuristic optimization algorithm: harmony search.Simulation,76(2), 60-68.
- Holland JH (1975). Adaptation in natural and artificial systems, Univer-sity of Michigan Press. Ann Arbor,
- MI.Karaboga D (2005). An idea based on honey bee swarm for numerical optimization. Technical Report TR06, (Vol. 200, pp. 1-10), Depart-ment of Computer Engineering, Engineering Faculty, Erciyes Uni-versity, Turkey.
- Kaveh A, Abadi ASM (2011). Harmony search based algorithms for the optimum cost design of reinforced concrete cantilever retaining walls, International Journal of Civil Engineering. 9(1) 1-8.
- Kaveh A, Kalateh-Ahani M, Fahimi-Farzam M (2013). Constructability optimal design of reinforced concrete retainingwalls using a multi-objective genetic algorithm.Structural Engineering and Mechan-ics,47(2), 227-245.
- Kayabekir AE, Bekdaş G, Nigdeli SM (2020).Metaheuristic Approaches for Optimum Design of Reinforced Concrete Structures: Emerging Research and Opportunities: Emerging Research and Opportunities. IGI Global, USA
- Kennedy J, Eberhart RC (1995). Particle swarm optimization. Proceed-ings of IEEE International Conference on Neural Networks No. IV, Perth Australia; November 27 -December 1. 1942–1948
- KhajehzadehM, Taha MR, Eslami M (2013). Efficient gravitational search algorithm for optimum design of retaining walls.Structural Engineering and Mechanics,45(1), 111-127.
- Mergos PE, Mantoglou F (2020). Optimum design of reinforced con-crete retaining walls with the flower pollination algorithm.Struc-tural and Multidisciplinary Optimization,61(2), 575-585.
- Mirjalili S, Mirjalili SM, Lewis A (2014). Grey wolf optimizer.Advances in Engineering Software,69, 46-61.
- Rao RV, Savsani VJ, Vakharia DP (2011). Teaching–learning-based op-timization: a novel method for constrained mechanical design opti-mization problems.Computer-Aided Design,43(3), 303-315.
- Rao R (2016). Jaya: A simple and new optimization algorithm for solving constrained and unconstrained optimization problems.Interna-tional Journal of Industrial Engineering Computations,7(1), 19-34.
- Sheikholeslami R, Khalili BG, Zahrai SM (2014). Optimum cost design of reinforced concrete retaining walls using hybrid firefly algo-rithm.International Journal of Engineeringand Technology,6(6), 465.
- Storn R, Price K (1997). Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces.Journal of global optimization,11(4), 341-359.
- Yang XS (2009). Firefly algorithms for multimodal optimization. In Sto-chastic algorithms: foundations and applications, Springer, Berlin Heidelberg, 169-178.
- Yang XS (2012). Flower pollination algorithm for global optimization. International Conference on Unconventional Computing and Natural Computation, September Heidelberg-Berlin, Springer, 240-249.
- Yepes V, Alcala J, Perea C, González-Vidosa F (2008). A parametric study of optimum earth-retaining walls by simulated annealing.En-gineering Structures,30(3), 821-830.
| APA | Kayabekir A, Yucel M, Bekdaş G, Nigdeli S (2020). Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. , 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| Chicago | Kayabekir Aylin Ece,Yucel Melda,Bekdaş Gebrail,Nigdeli Sinan Melih Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. (2020): 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| MLA | Kayabekir Aylin Ece,Yucel Melda,Bekdaş Gebrail,Nigdeli Sinan Melih Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. , 2020, ss.75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| AMA | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. . 2020; 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| Vancouver | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. . 2020; 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| IEEE | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S "Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics." , ss.75 - 81, 2020. https://doi.org/10.20528/cjcrl.2020.03.004 |
| ISNAD | Kayabekir, Aylin Ece vd. "Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics". (2020), 75-81. https://doi.org/https://doi.org/10.20528/cjcrl.2020.03.004 |
| APA | Kayabekir A, Yucel M, Bekdaş G, Nigdeli S (2020). Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. Challenge Journal of Concrete Research Letters, 11(3), 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| Chicago | Kayabekir Aylin Ece,Yucel Melda,Bekdaş Gebrail,Nigdeli Sinan Melih Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. Challenge Journal of Concrete Research Letters 11, no.3 (2020): 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| MLA | Kayabekir Aylin Ece,Yucel Melda,Bekdaş Gebrail,Nigdeli Sinan Melih Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. Challenge Journal of Concrete Research Letters, vol.11, no.3, 2020, ss.75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| AMA | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. Challenge Journal of Concrete Research Letters. 2020; 11(3): 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| Vancouver | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics. Challenge Journal of Concrete Research Letters. 2020; 11(3): 75 - 81. https://doi.org/10.20528/cjcrl.2020.03.004 |
| IEEE | Kayabekir A,Yucel M,Bekdaş G,Nigdeli S "Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics." Challenge Journal of Concrete Research Letters, 11, ss.75 - 81, 2020. https://doi.org/10.20528/cjcrl.2020.03.004 |
| ISNAD | Kayabekir, Aylin Ece vd. "Comparative study of optimum cost design of reinforced concrete retaining wall via metaheuristics". Challenge Journal of Concrete Research Letters 11/3 (2020), 75-81. https://doi.org/https://doi.org/10.20528/cjcrl.2020.03.004 |
