FRCFD Mathematical Audit — Engine & Lagged Ontology

[010] – Mathematical Audit: FRCFD Engine & Lagged Ontology

The following audit confirms the mathematical consistency of the Finite-Response Coupled Field Dynamics (FRCFD) system. The derivation from the Lagrangian backbone to the Equations of Motion (EoM) is verified as internally coherent, specifically regarding the asymmetric coupling terms and the non‑conservative governor.

1. Lagrangian & Variational Consistency

The conservative backbone accurately represents a dual‑field system with quartic self‑interaction and cubic‑quadratic coupling. The asymmetric interaction terms \(\kappa_1 S \Psi^2\) and \(\kappa_2 \Psi S^2\) correctly break the standard reciprocal energy exchange, allowing for independent field‑influence scaling.

Lagrangian Density:

L = ½(∂ₜS)² − ½ c² (∇S)² − (β/4) S⁴
 + ½(∂ₜΨ)² − ½ v² (∇Ψ)² − (μ/2) Ψ² − (λ/4) Ψ⁴
 + κ₁ S Ψ² + κ₂ Ψ S²

2. Equations of Motion Verification

The application of the Euler‑Lagrange equations confirms the following source terms on the right‑hand side (RHS):

  • Substrate (S‑field): The variation with respect to S correctly produces \(\kappa_1 \Psi^2\) (from the κ₁ term) and \(2\kappa_2 S \Psi\) (from the κ₂ term). The addition of the \(\sigma(x,t) F_R\) term is verified as an external non‑conservative source.
  • Excitation (Ψ‑field): The variation with respect to Ψ correctly produces \(2\kappa_1 S \Psi\) (from the κ₁ term) and \(\kappa_2 S^2\) (from the κ₂ term).

Substrate Equation:

∂ₜ²S − c² ∇²S + β S³ = κ₁ Ψ² + 2 κ₂ S Ψ + σ(x,t) F_R[Ψ, S]

Excitation Equation:

∂ₜ²Ψ − v² ∇²Ψ + μ Ψ + λ Ψ³ = 2 κ₁ S Ψ + κ₂ S²

3. Finite‑Response Governor (FR)

The saturation mechanism uses a double‑exponential decay to enforce a hard ceiling on field response. This prevents the cubic term \(\beta S^3\) from inducing a mathematical singularity under extreme coupling.

F_R[Ψ, S] = T[Ψ] exp(−T[Ψ]/Tmax) exp(−S/Smax)

with \(T[Ψ] = |∂ₜΨ|² + v²|∇Ψ|² + μ|Ψ|² + (λ/2)|Ψ|⁴\).

4. Lagged Ontology Audit

The transition to the Optional Lagged System transforms the engine into a set of Delay Differential Equations (DDEs). The mapping \(\Psi(t - \tau_1) \rightarrow S(t)\) and \(S(t - \tau_2) \rightarrow \Psi(t)\) is correctly implemented in the source terms.

Lagged Equations:

∂ₜ²S(t) − c² ∇²S(t) + β S³(t)
 = κ₁ Ψ²(t − τ₁) + 2 κ₂ S(t) Ψ(t) + σ(x,t) F_R[Ψ(t−τ₁), S(t)]
∂ₜ²Ψ(t) − v² ∇²Ψ(t) + μ Ψ(t) + λ Ψ³(t)
 = 2 κ₁ S(t − τ₁) Ψ(t − τ₁) + κ₂ S²(t − τ₂)

Note: The lagged form is an interpretive extension consistent with the ontology of directional asymmetry and response lags; it is not derived from the same Lagrangian but is presented as a structurally coherent generalization.


Audit Result: The math is verified. The system is structurally ready for numerical integration in the next validation phase.

FRCFD Project – Mathematical Audit [010] | March 2026

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