CFR™ - Corrective Feedback Resonance

CFR™ - Corrective Feedback Resonance (Verified Standalone Edition)

This paper presents CFR™, a verified mathematical formulation describing the resonant feedback mechanism that stabilizes coherent systems after deviation (ΔE) and differential flow (EQFlux™) occur.
CFR™ defines the law of resonant correction, converting temporal flow into self-stabilizing equilibrium through adaptive integral feedback.
A full Lyapunov analysis confirms exponential stability, bounded resonance, and convergence under variable gain krk_rkr.
Numerical simulations demonstrate phase-aligned damping and uniform convergence without overshoot, establishing CFR™ as the resonant closure term that maintains coherence across dynamic systems.
The model stands independently while remaining integrable into the broader SEPH Framework of Coherent Operators (ShiftSense™, EQFlux™, ΔE Model™, ΔΛIndex™).