Power Converter Topology Generation on 8-mode reconfigurable power converters (test)
90.8Syntax ScorePowerGenie (Pretrain+Evo)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PowerGenie (Pretrain+Evo)Number of generated topologies=1,0002026.01 | 90.8 | 85.3 | 32.1 | 0.323 | |
| Pretrain+SFTNumber of generated topologies=1,0002026.01 | 48.9 | 40.2 | 1.8 | 0.263 | |
| Pretrain+SFT+PPONumber of generated topologies=1,0002026.01 | 47.4 | 39 | 3.5 | 0.284 | |
| Pretrain+SFT+DPONumber of generated topologies=1,0002026.01 | 44.5 | 37.7 | 2.7 | 0.272 | |
| PretrainNumber of generated topologies=1,0002026.01 | 38.2 | 1.1 | 0.4 | 0.246 | |
| Pretrain+DPONumber of generated topologies=1,0002026.01 | 35.5 | 1.6 | 0.4 | 0.256 | |
| Pretrain+PPONumber of generated topologies=1,0002026.01 | 29.7 | 0.8 | 0.3 | 0.253 |