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• W4385376958 abstract "DE/current-to-pbest/1 is a novel mutation scheme introduced in the JADE algorithm, and is inherited by the famous JADE variant, SHADE. Thereafter, it has continued to be used in various JADE and SHADE variants. Considering the parameter ‘p’ in mutation operator DE/current-to-pbest/1 controls the greediness of mutation directly, this paper adopts a linear reduction strategy of ‘p’ during the evolution process under the framework of SHADE algorithm (LRP-SHADE), and then helps to further trade off the exploration and exploitation abilities. Meanwhile, a random jumping strategy is also adopted, assisting the population to jump out the local optima and keep evolving. Finally, to verify the effectiveness of the proposed LRP-SHADE algorithm, groups of experiments have been conducted on benchmark CEC2014, including both a step-by-step validation experiment for strategies and performance comparisons between LRP-SHADE and other peer algorithms. According to the experimental results, the efficiency and effectiveness of the LRP-SHADE algorithm have been confirmed." @default.
• W4385376958 created "2023-07-30" @default.
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• W4385376958 date "2023-01-01" @default.
• W4385376958 modified "2023-09-26" @default.
• W4385376958 title "Improving SHADE with a Linear Reduction P Value and a Random Jumping Strategy" @default.
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• W4385376958 doi "https://doi.org/10.1007/978-981-99-4755-3_5" @default.
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