Alternating Weighted Residual Flows and the Non-Commutative Gap

TL;DR

This paper introduces a nonlinear analogue of alternating projections on Hilbert space using weighted residual transformations, demonstrating convergence properties and connections to the shorted operator, with implications for operator theory.

Contribution

It develops a novel nonlinear flow based on weighted residuals, extending classical projection methods and analyzing its convergence and relation to the shorted operator.

Findings

The nonlinear flow converges strongly to a limit supported on the common kernel of projections.

The limit operator is dominated by the shorted operator, with equality in the commuting case.

A global energy identity describes dissipation during the iteration.

Abstract

This work develops a nonlinear analogue of alternating projections on Hilbert space, based on iterating a weighted residual transformation that removes the portion of an operator detected by a projection after conjugation by its square root. Although this map is neither linear nor variational and falls outside classical operator-mean frameworks, the alternating flow between two fixed projections is shown to be monotone and to converge strongly to a positive limit supported on their common kernel. The analysis identifies an intrinsic representation of this limit inside the operator range of the initial datum, which makes it possible to compare the nonlinear limit with the shorted operator of Anderson-Duffin-Trapp. The nonlinear flow always produces an operator dominated by the shorted operator, with equality precisely in the commuting regime. A global energy identity describes how mass is dissipated at each step of the iteration, and a factorized description localizes the gap between the nonlinear limit and the classical shorted operator.