Abstract
An integer-coded parallel genetic algorithm is presented for solving large scale composite structures optimization problem. This optimization method, which is applied to the structure optimization of a composite propeller, makes staking sequence and staking thickness be optimized simultaneously. First, on the basis of region division, a length-control factor for every ply is added to decide the regions of composite plies. Second, the GA(genetic algorithm) is improved to make it a high-efficiency algorithm that can optimize staking sequence and staking thickness simultaneously. Then, MPI(message-passing interface) is adopted to build parallel program environment and master-slave parallel GA to fulfill the parallel calculation of GA through single computer multi-process method. Finally, the optimization method proposed is used to optimize a composite propeller to demonstrate the high efficiency. The acceleration effect of the parallel GA is also analyzed.
Original language | English |
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Pages (from-to) | 210-213 |
Number of pages | 4 |
Journal | Jixie Qiangdu/Journal of Mechanical Strength |
Volume | 34 |
Issue number | 2 |
State | Published - Apr 2012 |
Keywords
- Composite propeller
- Optimization
- Parallel genetic algorithm
- Staking sequence
- Staking thickness