Structural Drift and Projective Dynamics

We refine the notion of structural freedom by replacing the dimension count D_{\rm bi}(f) with a projective object: the orthogonal projector \Pi_L(x) onto the local allowed-perturbation subspace L_x=\ker J_x. This upgrade exposes a three-level structure of structural freedom: dimension, orientation, and dynamical accessibility. We distinguish two regimes. In the active-set network model of the companion paper [6], J_x is piecewise constant, hence D_{\rm bi} and \Pi_L are both piecewise constant, and structural change occurs through active-set jumps. In a generalized state-dependent constraint geometry J_x=Dg(x), the projector may vary continuously at constant rank, giving rise to continuous structural drift. We define the structural gradient field \mathcal G_x=D_{w^\ast}M_q\circ Dw^\ast_x\circ\Pi_L(x) and its Hilbert–Schmidt norm \Gamma_M, and we bound the first-order spectral displacement of a simple eigenvalue by \kappa_\mu\Gamma_M. On K_3, two realizations with identical D_{\rm bi}=1 and identical \Pi_L produce \Gamma_M^{\rm mean}=2.9845 and \Gamma_M^{\rm diff}=0, confirming that dynamical coupling depends on the observable-to-dynamics map Dw^\ast|_{L_x}, not on the freedom count or the freedom subspace alone. No numerical predictions, empirical calibration, or historical judgments are offered.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-08
DOI
https://doi.org/10.5281/zenodo.23246295
Primary Topic
Complex Systems and Dynamics
Type
preprint
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preprint

Structural Drift and Projective Dynamics

GUANHUA YU
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

Structural Drift and Projective Dynamics

GUANHUA YU
preprint en

Abstract

We refine the notion of structural freedom by replacing the dimension count D_{\rm bi}(f) with a projective object: the orthogonal projector \Pi_L(x) onto the local allowed-perturbation subspace L_x=\ker J_x. This upgrade exposes a three-level structure of structural freedom: dimension, orientation, and dynamical accessibility. We distinguish two regimes. In the active-set network model of the companion paper [6], J_x is piecewise constant, hence D_{\rm bi} and \Pi_L are both piecewise constant, and structural change occurs through active-set jumps. In a generalized state-dependent constraint geometry J_x=Dg(x), the projector may vary continuously at constant rank, giving rise to continuous structural drift. We define the structural gradient field \mathcal G_x=D_{w^\ast}M_q\circ Dw^\ast_x\circ\Pi_L(x) and its Hilbert–Schmidt norm \Gamma_M, and we bound the first-order spectral displacement of a simple eigenvalue by \kappa_\mu\Gamma_M. On K_3, two realizations with identical D_{\rm bi}=1 and identical \Pi_L produce \Gamma_M^{\rm mean}=2.9845 and \Gamma_M^{\rm diff}=0, confirming that dynamical coupling depends on the observable-to-dynamics map Dw^\ast|_{L_x}, not on the freedom count or the freedom subspace alone. No numerical predictions, empirical calibration, or historical judgments are offered.

Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
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Structural Drift and Projective Dynamics — GUANHUA YU · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS