Table 4 Comparative evaluation of deterministic, stochastic, and robust settlement models.
Benchmark model | Fairness-adjusted welfare (M$) | Deviation incentive reduction (%) | Temporal consistency index (–) | Computation time (s) |
|---|---|---|---|---|
Deterministic Baseline | 12.46 | – | 0.923 | 31.8 |
Stochastic Benchmark | 13.09 | +29.2 | 0.937 | 34.7 |
Robust Benchmark | 13.27 | +46.1 | 0.951 | 35.6 |
Proposed TCS Framework | 14.78 | +73.0 | 0.968 | 37.2 |