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. 2025 Aug 22;15:30866. doi: 10.1038/s41598-025-15982-x

Table 3.

Comparative analysis of information entropy.

Training round Average weight entropy Dynamic weight entropy Greedy strategy entropy Entropy constraint attainment rate
200 4.16(max) 3.98 2.54 95.7%
800 4.16 3.82 1.97 88.3%
1500 4.16 3.75 1.62 85.1%
2000 4.16 3.69 1.35 83.0%