The Optimization Design of Multistage Hybrid Planetary Transmission Based on Improved Genetic Algorithm

Ji Ming Tian; Xin Tan

doi:10.4028/www.scientific.net/AMM.532.422

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 532The Optimization Design of Multistage Hybrid...

The Optimization Design of Multistage Hybrid Planetary Transmission Based on Improved Genetic Algorithm

Abstract:

According to the characteristics of genetic algorithm, an improved method combined dynamic penalty function with pseudo-parallel genetic algorithm is presented in this paper and it can overcome the disadvantages of genetic algorithm for improving the efficiency of algorithm. The improved genetic algorithm is applied to optimization design of multistage hybrid planetary transmission. It takes the minimum volumes as object functions, and fully considered such constraint condition. It is showed that the ability to search the global optimal solution of improved genetic algorithm and less number of iterations. The global optimal solution is worked out quickly. Therefore, the size parameters are optimized, as much as the driving stability and efficiency. Compared to the original program, the volume of 16.55% is decreased.

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Periodical:

Applied Mechanics and Materials (Volume 532)

Pages:

422-426

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.532.422

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Online since:

February 2014

Authors:

Ji Ming Tian*, Xin Tan

Keywords:

Improved Genetic Algorithm (IGA), Multistage Hybrid Planetary Transmission, Optimization Design, Pseudo-Parallel Genetic Algorithm

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* - Corresponding Author

References

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