Chaos-based firefly algorithms for optimization of cyclically large-size braced steel domes with multiple frequency constraints

作者: A. Kaveh , S.M. Javadi

DOI: 10.1016/J.COMPSTRUC.2019.01.006

关键词:

摘要: Abstract The success of the search in firefly algorithm is highly dependent on a good balance between exploration and exploitation. Although, basic relatively efficient; two chaotic algorithms based Logistic map (CLFA) Gaussian (CGFA) have been presented to improve FA. As numerical examples, some large-scale domes are designed for multiple frequency constraints optimization. Despite fact that these problems nonlinear, results illustrate desirable performance both obtaining lower weight having higher convergence rate.

参考文章(40)
Adil Baykasoğlu, Fehmi Burcin Ozsoydan, Adaptive firefly algorithm with chaos for mechanical design optimization problems Applied Soft Computing. ,vol. 36, pp. 152- 164 ,(2015) , 10.1016/J.ASOC.2015.06.056
A. Kaveh, M. Ilchi Ghazaan, Optimal design of dome truss structures with dynamic frequency constraints Structural and Multidisciplinary Optimization. ,vol. 53, pp. 605- 621 ,(2016) , 10.1007/S00158-015-1357-2
Xin-She Yang, Firefly Algorithm, Lévy Flights and Global Optimization Research and Development in Intelligent Systems XXVI. pp. 209- 218 ,(2010) , 10.1007/978-1-84882-983-1_15
Amir H Gandomi, X-S Yang, Siamak Talatahari, Amir Hossein Alavi, None, Firefly algorithm with chaos Communications in Nonlinear Science and Numerical Simulation. ,vol. 18, pp. 89- 98 ,(2013) , 10.1016/J.CNSNS.2012.06.009
Dixiong Yang, Zhenjun Liu, Jilei Zhou, Chaos optimization algorithms based on chaotic maps with different probability distribution and search speed for global optimization Communications in Nonlinear Science and Numerical Simulation. ,vol. 19, pp. 1229- 1246 ,(2014) , 10.1016/J.CNSNS.2013.08.017
Dixiong Yang, Gang Li, Gengdong Cheng, On the efficiency of chaos optimization algorithms for global optimization Chaos Solitons & Fractals. ,vol. 34, pp. 1366- 1375 ,(2007) , 10.1016/J.CHAOS.2006.04.057
N.S. Khot, Optimization of structures with multiple frequency constraints Computers & Structures. ,vol. 20, pp. 869- 876 ,(1985) , 10.1016/0045-7949(85)90006-9