R1
325EVs scoped
175/150providers / consumers
9.9 kmadaptive radius
EV–EV ENERGY TRADING · RO3
EVRegionOpt
DECISION WINDOW08:30–09:00Window 18 of 48 · 30 min
FEASIBILITY STATE1,441 EV tokens173/192 operational WCPs
POLICY OUTPUT6 active regionsfrom Kmax = 16 query slots
Paper modeDeterministic surrogate; no trained checkpoint loaded
02 · SPATIAL SCOPE
Adaptive trading regions
2,111 input tokens2.85 ms policy pass
08:30–09:00Paper-mode positions mapped to the Chicago test-bed extent
Provider EVConsumer EVOperational WCPActive region
R2
335EVs scoped
159/176providers / consumers
8.5 kmadaptive radius
R3
370EVs scoped
179/191providers / consumers
10.7 kmadaptive radius
R4
324EVs scoped
155/169providers / consumers
10.4 kmadaptive radius
R5
316EVs scoped
193/123providers / consumers
10.1 kmadaptive radius
R6
342EVs scoped
189/153providers / consumers
10.6 kmadaptive radius
04 · PAPER REFERENCE
Chicago test-bed comparison
Published values are shown separately from the interactive surrogate above.
| Method | Q-score ↑ | Coverage ↑ | Latency ↓ | Mean K |
|---|---|---|---|---|
| Uniform grid | -0.0734 | 51.95% | 349.80 ms | 3.40 |
| K-means | 0.0778 | 85.04% | 241.60 ms | 2.27 |
| Greedy WCP-anchor | 0.1079 | 79.32% | 1.11 s | 2.73 |
| EVRegionOptproposed | 0.1360 | 80.89% | 2.76 ms | 2.59 |
| Offline NSGA-II | 0.1947 | 78.78% | 36.15 s | 2.26 |