Pareto explorer
Six objectives, no single score. Pick a brief and any two objectives: every feasible design every method found appears, and the designs nondominated on those two axes are ringed.
Loading designs…
Who builds the pooled front
Per brief, all methods' feasible designs are pooled and the 6-D nondominated set kept. Share of that front contributed by each method, mean over briefs, with 95% bootstrap interval.
Coverage between fronts
C(A, B): the share of B's feasible designs weakly dominated by some design of A. Not symmetric. The twelve largest pairs are shown.
| A covers | B | C(A,B) | briefs |
|---|---|---|---|
| NSGA-II | Random search | 0.87 | 14 |
| Random sketch + repair | Random search | 0.74 | 14 |
| Simulated annealing | Random search | 0.60 | 14 |
| CP-SAT | Heuristic-seeded NSGA-II | 0.47 | 27 |
| CP-SAT | Random search | 0.45 | 14 |
| NSGA-II | Simulated annealing | 0.30 | 39 |
| Random sketch + repair | Simulated annealing | 0.29 | 40 |
| NSGA-II | Random sketch + repair | 0.28 | 43 |
| NSGA-II | Heuristic-seeded NSGA-II | 0.24 | 36 |
| Random sketch + repair | Heuristic-seeded NSGA-II | 0.24 | 37 |
| Random sketch + repair | NSGA-II | 0.22 | 43 |
| CP-SAT | Simulated annealing | 0.21 | 29 |