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  Volume 5, Number 3, July 2020 , pages 209-231
DOI: https://doi.org/10.12989/acd.2020.5.3.209
 

An investigation of non-linear optimization methods on composite structures under vibration and buckling loads
Mustafa Akbulut, Abdulhamit Sarac and Ahmet H. Ertas

 
Abstract
    In order to evaluate the performance of three heuristic optimization algorithms, namely, simulated annealing (SA), genetic algorithm (GA) and particle swarm optimization (PSO) for optimal stacking sequence of laminated composite plates with respect to critical buckling load and non-dimensional natural frequencies, a multi-objective optimization procedure is developed using the weighted summation method. Classical lamination theory and first order shear deformation theory are employed for critical buckling load and natural frequency computations respectively. The analytical critical buckling load and finite element calculation schemes for natural frequencies are validated through the results obtained from literature. The comparative study takes into consideration solution and computational time parameters of the three algorithms in the statistical evaluation scheme. The results indicate that particle swarm optimization (PSO) considerably outperforms the remaining two methods for the special problem considered in the study.
 
Key Words
    Benchmarking; Heuristic optimization algorithms; structural optimization; laminated composites; buckling load; fundamental frequencies
 
Address
Mustafa Akbulut: TUBITAK Marmara Research Center, Kocaeli 41400, Turkey
Abdulhamit Sarac: TUBITAK National Metrology Institute, Kocaeli 41400, Turkey
Ahmet H. Ertas: Department of Mechanical Engineering, Faculty of Engineering & Natural Sciences, Bursa Technical University, Bursa 16330, Turkey
 

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