Theoretical complexity analysis
| Component | Time complexity | Space complexity | Sample complexity | Convergence rate |
|---|---|---|---|---|
| Strategic Planning | O(n2d) | O(nd) | O(d log(1/ε)) | O(1/√T) |
| Tactical Coordination | O(n3d2) | O(n2d) | O(n2d/ε2) | O(1/T) |
| Technical Execution | O(nd3) | O(d2) | O(d2/ε2) | O(1/T) |
| Opponent Modeling | O(mn2d) | O(mnd) | O(mn/ε) | O(1/√T) |
| Full System | O(n3d3) | O(n2d2) | O(n2d2/ε2) | O(1/√T) |
| Component | Time complexity | Space complexity | Sample complexity | Convergence rate |
|---|---|---|---|---|
| Strategic Planning | O(n2d) | O(nd) | O(d log(1/ε)) | O(1/√T) |
| Tactical Coordination | O(n3d2) | O(n2d) | O(n2d/ε2) | O(1/T) |
| Technical Execution | O(nd3) | O(d2) | O(d2/ε2) | O(1/T) |
| Opponent Modeling | O(mn2d) | O(mnd) | O(mn/ε) | O(1/√T) |
| Full System | O(n3d3) | O(n2d2) | O(n2d2/ε2) | O(1/√T) |
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