This case study is generated directly from benchmark summary artifacts.
- Objective id:
tiny_quadratic - Description: Canonical deterministic pseudo-noisy quadratic objective used in the tiny loop demo.
- Direction:
minimize
- Fixed budget per seed:
20 - Seed count:
10 - Canonical metric:
best_objective_at_fixed_budget
- Looptimum median best objective:
0.030878 - Random-search median best objective:
0.015824 - Median improvement vs random:
-0.015054 - Win rate vs random:
30.00%
- Failure rate (best-seed exemplar run):
0.00%
- Seed:
67 - Best objective:
0.011409 - Params:
{"x1": 0.32375334582076565, "x2": 0.6200294852155447}
- Source summary artifact:
benchmarks/summary.json