Table 4 Summarizes the performance metrics for the proposed model and the state-of-the-art scheduling methods.
From: Deep learning optimization of teaching schedules in sports dance education
Model | Conflict resolution rate (CRR) | Schedule continuity | Execution time (s) | Workload balancing |
|---|---|---|---|---|
Proposed Deep Learning | 95% | 94% | 40 | 92% |
Genetic Algorithm (GA) | 75% | 70% | 120 | 60% |
Simulated Annealing (SA) | 78% | 72% | 90 | 65% |
Reinforcement Learning | 85% | 80% | 60 | 80% |
Deep Learning (LSTM) | 90% | 88% | 100 | 85% |
