Truss structure optimization based on improved wolf pack algorithm

Yan-cang Li, Zong-jin Yang, Cheng-hua Dang

Truss structure optimization based on improved wolf pack algorithm

Číslo: 4/2019
Periodikum: Civil Engineering Journal
DOI: 10.14311/CEJ.2019.04.0040

Klíčová slova: Wolf pack algorithm, Improved wolf pack algorithm, Truss optimization, Chaos thought

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Anotace: Aiming at the optimization of truss structure, a wolf pack algorithm based on chaos and improved search strategy was proposed. The mathematical model of truss optimization was constructed, and the classical truss structure was optimized. The results were compared with those of other optimization algorithms. When selecting and updating the initial position of wolves, chaos idea was used to distribute the initial value evenly in the solution space; phase factor was introduced to optimize the formula of wolf detection; information interaction between wolves is increased and the number of runs is reduced. The numerical results show that the improved wolf pack algorithm has the characteristics of fewer parameters, simple programming, easy implementation, fast convergence speed, and can quickly find the optimal solution. It is suitable for the optimization design of the section size of space truss structures.