Commit Graph
2 Commits
Author SHA1 Message Date
swaits 5672e21c87 feat(metrics): add hypervolume_2d for 2D Pareto fronts
Exact 2D dominated hypervolume against a fixed reference point. Sorts
points by the first minimization-oriented objective ascending, then
sweeps and accumulates the dominated rectangle area against the
reference. Points that don't strictly dominate the reference are
ignored. Panics with a clear message if the objective space does not
have exactly two objectives (spec §14.2).

Tests cover a known-area front, the no-coverage case, and the panic on
non-2D problems.
2026-05-04 19:26:23 -06:00
swaits 69e5dd1249 feat(metrics): add Schott spacing metric for Pareto fronts
Standard Schott spacing: for each front point compute the Manhattan
distance to its nearest neighbor on minimization-oriented objective
values; the spacing metric is the population standard deviation of
those nearest-neighbor distances.

Returns 0.0 for empty or single-point fronts (spec §14.1).
2026-05-04 19:25:54 -06:00