Slow Passage and Prepared Hysteresis in Adaptive Spectral Carriers

How does an adaptive system switch between stable states when its external input changes slowly? This paper derives preparation-dependent switching delays and a prepared quasistatic hysteresis limit for a finite adaptive spectral carrier, retaining its complete complex-amplitude and dynamic-memory equations. The analysis establishes a two-thirds-power switching-delay law with coefficients calculated directly from the full system. Incoming stable-branch preparation and initialization exactly at a fold select different Airy solutions and therefore different leading delays. Instantaneous stationary-memory elimination preserves the static folds but changes the predicted delay coefficients, demonstrating why stationary geometry alone does not determine switching dynamics. A complete-system connection and capture argument establishes the forward-and-reverse branch selection underlying prepared hysteresis. The paper also distinguishes geometric loop area from physical work: the loop integral approaches a positive finite limit, while accumulated maintenance work grows inversely with ramp speed. Four uninterrupted numerical cycles, preparation and uniqueness controls, an independent symmetry-restricted dynamic calculation, and energy-balance checks support the theoretical results. Explicit finite-rate error constants and attraction to a periodic orbit at a fixed nonzero driving rate remain future work. Developed within the Canonical Spectral-Curvature Field (CSCF) programme and Shadow Theory’s source-to-readout architecture, the paper provides a concrete mathematical account of evolving carriers, reciprocal memory and delayed switching. The accompanying public verification package includes executable code, numerical inputs and outputs, correction records, and reproduction instructions.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-04
DOI
https://doi.org/10.5281/zenodo.23935693
Primary Topic
Complex Systems and Dynamics
Type
preprint
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Slow Passage and Prepared Hysteresis in Adaptive Spectral Carriers

Jeremy Rodgers
Zenodo (CERN European Organization for Nuclear Research)
Complex Systems and Dynamics
preprint

Slow Passage and Prepared Hysteresis in Adaptive Spectral Carriers

Jeremy Rodgers
preprint en

Abstract

How does an adaptive system switch between stable states when its external input changes slowly? This paper derives preparation-dependent switching delays and a prepared quasistatic hysteresis limit for a finite adaptive spectral carrier, retaining its complete complex-amplitude and dynamic-memory equations. The analysis establishes a two-thirds-power switching-delay law with coefficients calculated directly from the full system. Incoming stable-branch preparation and initialization exactly at a fold select different Airy solutions and therefore different leading delays. Instantaneous stationary-memory elimination preserves the static folds but changes the predicted delay coefficients, demonstrating why stationary geometry alone does not determine switching dynamics. A complete-system connection and capture argument establishes the forward-and-reverse branch selection underlying prepared hysteresis. The paper also distinguishes geometric loop area from physical work: the loop integral approaches a positive finite limit, while accumulated maintenance work grows inversely with ramp speed. Four uninterrupted numerical cycles, preparation and uniqueness controls, an independent symmetry-restricted dynamic calculation, and energy-balance checks support the theoretical results. Explicit finite-rate error constants and attraction to a periodic orbit at a fixed nonzero driving rate remain future work. Developed within the Canonical Spectral-Curvature Field (CSCF) programme and Shadow Theory’s source-to-readout architecture, the paper provides a concrete mathematical account of evolving carriers, reciprocal memory and delayed switching. The accompanying public verification package includes executable code, numerical inputs and outputs, correction records, and reproduction instructions.

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