Algorithm Parameter Setting. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Benchmark functions. حسب Qinghe Guo (21519322)

Diagnosis network model flowchart. حسب Xianlin Ren (22783589)

الموضوعات:

Principal of SCA. حسب Xianlin Ren (22783589)

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DBO-VMD optimization method parameters. حسب Xianlin Ren (22783589)

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Loss ratio of models. حسب Xianlin Ren (22783589)

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Time domain diagram after decomposition. حسب Xianlin Ren (22783589)

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Bearing fault types and parameters. حسب Xianlin Ren (22783589)

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Diagnosis accuracy of models after adding noise. حسب Xianlin Ren (22783589)

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Frequency domain diagram after decomposition. حسب Xianlin Ren (22783589)

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Model diagnosis results. حسب Xianlin Ren (22783589)

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Noise decrease rate comparison. حسب Xianlin Ren (22783589)

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SDAE network hyperparameters. حسب Xianlin Ren (22783589)

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Signal-noise overlap ration comparison. حسب Xianlin Ren (22783589)

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SDAE network training parameters. حسب Xianlin Ren (22783589)

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Time cost comparison. حسب Xianlin Ren (22783589)

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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. …"

Flowchart of proposed fitness function algorithm. حسب Ferhat Yuna (21519851)

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SP results of algorithms in the CEC 2009 test functions. حسب Vahid Goodarzimehr (21343124)