Table 3.
Regulation strategy effect evaluation index system.
| Indicator name | Calculation method | Weight coefficient |
Evaluation standard |
Optimization objective |
|---|---|---|---|---|
| Network eficiency |
Average Path Length Inverse |
0.20 | [0.6, 1.0] | Maximize |
|
Collaboration Diversity |
Shannon Entropy of Edges |
0.18 | [0.7, 1.0] | Maximize |
| Resource Utilization |
Active Collaboration Ratio |
0.15 | [0.8, 1.0] | Maximize |
| Innovation Output |
Weighted Publication Score |
0.22 | [0.6, 1.0] | Maximize |
| Network Stability |
Eigenvalue Stability Measure |
0.12 | [0.5, 1.0] | Maximize |
| Cost Effectiveness |
Benefit-to-Cost Ratio |
0.08 | [1.2, 2.0] | Maximize |
| Sustainability Index |
Long-term Collaboration Rate |
0.05 | [0.7, 1.0] | Maximize |