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Journal of Frontiers of Computer Science and Technology. 2024, (11) Core

Pelican Optimization Algorithm Combining Unscented sigma Point Mutation and Cross ReversionChinese Full TextEnglish Full Text (MT)

ZUO Fengqin;ZHANG Damin;HE Qing;BAN Yunfei;SHEN Qianwen;College of Big Data and Information Engineering,Guizhou University;

Abstract: Aiming at the problems of slow searching speed, low accuracy and easy to fall into local optimization in the optimization process of pelican optimization algorithm（POA）, a pelican optimization algorithm combining unscented sigma point mutation and cross learning（MPOA） is proposed. Firstly, the random inverse learning strategy is used to generate a random inverse solution for individuals with poor positions in the population, and the unscented sigma points are introduced to mutate the inverse sol... More
Keywords：

pelican optimization algorithm; unscented sigma point mutation; cross and reverse; chaotic sequence disturbance of SPM; LSTM neural network;

  • Series：

    (I) Electronic Technology ＆ Information Science

  • Subject：

    Automation Technology

  • Classification Code：

    TP18

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