Sharp projected threshold for the nonlinear scheme

Determine whether the projected filtered reflected-gradient scheme admits the sharp universal step-size threshold \(\lambda L<1/\sqrt3\) for general monotone Lipschitz variational inequalities, rather than only in the unconstrained or partially analyzed affine-polyhedral settings.

Background

The unconstrained nonlinear problem is conjectured to have the sharp constant 1/31/\sqrt3, while the projected case is explicitly left unresolved. The paper provides partial projected results, including the bounded-domain reflected range and dissipation-trading results for affine operators over polyhedral sets, but not the sharp general projected theorem.

References

The projected case remains open.

A Parameter-Free Adaptive Reflected Gradient Method for Monotone Variational Inequalities  (2609.18355 - Shehu, 16 Sep 2026) in Abstract; Section 6, Discussion and open problems; Remark 6.13

The nonlinear analogue of the phase diagram is open.

The sharp step-size constant for one-call reflection splittings on monotone inclusions  (2609.18373 - Shehu, 16 Sep 2026) in Remark 1 ("landscape"), item (i), Section 1 (Result)