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20 April 2023 Hybrid weighted mean of vectors with multiply strategies and its applicatiion
Yuhao Li, Shengli Song, Rijian Su
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Proceedings Volume 12602, International Conference on Electronic Information Engineering and Computer Science (EIECS 2022); 126022O (2023) https://doi.org/10.1117/12.2668057
Event: International Conference on Electronic Information Engineering and Computer Science (EIECS 2022), 2022, Changchun, China
Abstract
According to the shortcomings of the weighted mean of vectors, such as low convergence accuracy and easy to fall into local optimization at the end of iteration, a hybrid weighted mean of vectors with multiply strategies is proposed. Firstly, an adaptive probability search is proposed to solve the problem that the development and exploration of two state transitions are not flexible enough; Then, the soft besiege strategy of Harris hawks optimization is introduced to enhance the development ability of the algorithm; Finally, Cauchy mutation is used to disturb the population. The results of material balance engineering application show that the improved algorithm has higher convergence accuracy.
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Yuhao Li, Shengli Song, and Rijian Su "Hybrid weighted mean of vectors with multiply strategies and its applicatiion", Proc. SPIE 12602, International Conference on Electronic Information Engineering and Computer Science (EIECS 2022), 126022O (20 April 2023); https://doi.org/10.1117/12.2668057
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KEYWORDS
Mathematical optimization
Algorithm development
Sintering
Sodium
Engineering
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