Results obtained by different algorithms on 23 benchmark functions. حسب Yuqi Xiong (12343771)

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Convergence curves obtained by different algorithms on 23 benchmark functions. حسب Yuqi Xiong (12343771)

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Different algorithms in 23 benchmark functions to obtain partial boxplot. حسب Yuqi Xiong (12343771)

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Results obtained by different algorithms on CEC2022 benchmark functions. حسب Yuqi Xiong (12343771)

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Convergence curves obtained by different algorithms on CEC2022 benchmark functions. حسب Yuqi Xiong (12343771)

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Compare algorithm parameter settings. حسب Yuqi Xiong (12343771)

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A parabolic relationship between prediction errors and learning rates obtained by a cubic learning algorithm. حسب Boluwatife Ikwunne (22238697)

Four typical nonlinear transformation function curves. حسب Yuqi Xiong (12343771)

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-value on 23 benchmark functions (dim = 30). حسب Yuqi Xiong (12343771)

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Ranking distribution and average ranking on 23 benchmark functions. حسب Yuqi Xiong (12343771)

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Ranking distribution and average ranking on CEC2022 benchmark functions. حسب Yuqi Xiong (12343771)

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Comparison of UACI among different algorithms. حسب Feixian Liu (22477943)

"…Based on the 2D-SQSM, this paper further designs a highly robust color image encryption algorithm. First, by introducing different hash functions multiple times, the correlation between the key and plaintext is enhanced, significantly improving resistance against brute-force attacks; second, cyclic shifting and segmentation-recombination operations are applied separately to the three RGB channels to effectively disrupt pixel distribution and significantly reduce spatial correlation between pixels; finally, the chaotic sequence generated by the 2D-SQSM is utilized for XOR diffusion, further enhancing the randomness and diffusion capability of the ciphertext. …"

Comparison of NPCR among different algorithms. حسب Feixian Liu (22477943)

"…Based on the 2D-SQSM, this paper further designs a highly robust color image encryption algorithm. First, by introducing different hash functions multiple times, the correlation between the key and plaintext is enhanced, significantly improving resistance against brute-force attacks; second, cyclic shifting and segmentation-recombination operations are applied separately to the three RGB channels to effectively disrupt pixel distribution and significantly reduce spatial correlation between pixels; finally, the chaotic sequence generated by the 2D-SQSM is utilized for XOR diffusion, further enhancing the randomness and diffusion capability of the ciphertext. …"

Comparison of computational cost between SBOA and MESBOA. حسب Yuqi Xiong (12343771)

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-value on CEC2022 (dim = 20). حسب Yuqi Xiong (12343771)

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Flowchart of low-light image enhancement based on MESBOA. حسب Yuqi Xiong (12343771)

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Flowchart of low-light image enhancement based on MESBOA. حسب Yuqi Xiong (12343771)

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Precision elimination strategy. حسب Yuqi Xiong (12343771)

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Results of low-light image enhancement test. حسب Yuqi Xiong (12343771)

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Evaluation metrics obtained by SBOA and MESBOA. حسب Yuqi Xiong (12343771)

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