Performance comparison of mainstream algorithms. by Junjie Lu (160350)

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Schematic diagram of the experimental algorithm. by Ronghua Meng (20978441)

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Experimental results of cantilever beam design. by Qingwen Meng (156386)

“…This mechanism ensures that individuals that fail to update have a certain probability of being retained in the next generation population, while guaranteeing that the current global optimal solution remains unchanged, thereby accelerating the algorithm’s convergence. The ASBOA algorithm was evaluated using the CEC2017 and CEC2022 benchmark test functions and compared with other algorithms (such as PSO, GWO, DBO, and CPO). …”

Details of the metaheuristic algorithms. by Yanzhao Gu (21192659)

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Experimental results of three-bar truss design. by Qingwen Meng (156386)

“…This mechanism ensures that individuals that fail to update have a certain probability of being retained in the next generation population, while guaranteeing that the current global optimal solution remains unchanged, thereby accelerating the algorithm’s convergence. The ASBOA algorithm was evaluated using the CEC2017 and CEC2022 benchmark test functions and compared with other algorithms (such as PSO, GWO, DBO, and CPO). …”

Experimental results of tension/compression spring design. by Qingwen Meng (156386)

Comparison of image clarity results of product appearance design using different methods. by Cheng-jie Chen (22272090)

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Standard benchmark functions. by Yanzhao Gu (21192659)

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Ave and Std of different algorithms. by Yanzhao Gu (21192659)

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Parameter settings for metaheuristic algorithm. by Yanzhao Gu (21192659)

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Coal quality of designed coal. by Zhongfeng Li (3965060)

Taguchi experimental design and experimental data for TSA. by Ferhat Yuna (21519851)

Taguchi experimental design and experimental data for SA. by Ferhat Yuna (21519851)

The parameters determined as a result of the experimental designs. by Ferhat Yuna (21519851)

Overall effectiveness of GWOA and other algorithms. by Yanzhao Gu (21192659)

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Iteration curves for comparison of different algorithms. by Yanzhao Gu (21192659)

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Flowchart of the general algorithm for one trial. by Junying Wang (509009)

Supplementary Information by Songwei Liu (20040675)

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Run times of two algorithms. by Gourab Saha (8987405)

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Comparison of visual edge feature enhancement results of product appearance design images using different methods. by Cheng-jie Chen (22272090)

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