Intelligent Optimization Algorithm for the Selection and Training Path of “One School, Multiple Products” Reserve Talents in Changde City under the Perspective of Athletic Sports
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21. März 2025
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Online veröffentlicht: 21. März 2025
Eingereicht: 07. Nov. 2024
Akzeptiert: 15. Feb. 2025
DOI: https://doi.org/10.2478/amns-2025-0663
Schlüsselwörter
© 2025 Quan Luo et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Figure 5.
The improvement of physical quality of students
| Area | - | T1 | T2 | T3 | T4 | Total |
|---|---|---|---|---|---|---|
| City area | Number | 74 | 144 | 25 | 3 | 246 |
| Ratio | 18.50% | 36.00% | 6.25% | 0.75% | 61.50% | |
| Suburban area | Number | 23 | 65 | 10 | 1 | 99 |
| Ratio | 5.75% | 16.25% | 2.5% | 0.25% | 24.75% | |
| Out town area | Number | 14 | 32 | 9 | 0 | 55 |
| Ratio | 3.50% | 8.00% | 2.25% | 0.00% | 13.75% | |
| Total | 111 | 241 | 44 | 4 | 400 | |
| Ratio | 27.75% | 60.25% | 11.00% | 1.00% | 100% | |
The solution of different algorithms is scored
| Target | GA | PSO-GA | Ours |
|---|---|---|---|
| Target1 | 0.816 | 0.915 | |
| Target2 | 1.523 | 1.685 | |
| Target3 | 0.714 | 0.878 | |
| Target4 | 0.636 | 0.762 | |
| Target5 | 1.715 | 1.735 | |
| Target6 | 0.638 | 0.686 | |
| Target7 | 0.685 | 0.824 | |
| Target8 | 0.794 | 0.954 | |
| Total | 7.521 | 8.439 |
Overall satisfaction difference
| School | Means | Standard deviation | Standard error | 95% CI | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| One | 4.69 | 0.431 | 0.143 | 4.335 | 4.927 |
| Seven | 4.35 | 0.724 | 0.198 | 3.815 | 4.764 |
| Six | 3.68 | 0.836 | 0.292 | 3.198 | 4.526 |
| Three | 4.06 | 0.574 | 0.203 | 2.951 | 4.039 |
| Total | 4.37 | 0.442 | 0.135 | 4.074 | 4.585 |
| Variance | Sum of squares | DF | Mean square | F value | Sig. |
| Intergroup | 3.418 | 4 | 1.565 | 3.249 | 0.054 |
| In group | 13.427 | 28 | 0.472 | ||
| Total | 16.845 | 32 | - | ||