Local Level Lab

Airborne measurements. Open methods.

Known-answer multi-start qualification

Completed 24 constructed starts /166 function calls. Qualification passed. No archive files, native kernels or observed optimizer starts were used.

Control Algebraic best cost Negative-seed best Positive-seed best Selected/repeat checks
left_well 0.04 0.04 0.04 pass
right_well 0.04 0.04 0.04 pass
near_bound 0.04 0.04 0.04 pass
boundary 0.059856 0.059856 0.059856 pass

All attempts remain saved, including local optima and failed stops. Choosing the best checked start is not a global-optimum certificate for observed data. Physical scores and numerical gates are unchanged.

Frozen scope and limits · Timing-path evidence.