Status: Work in progress, 2026.

This note studies convergence behavior for a class of direct-search methods. The focus is on understanding how simple algorithmic rules can influence the long-run behavior of the iterates.

The manuscript is still being prepared, so I am keeping the technical details intentionally brief here.

Coming soon.