PBG Variational Derivations
PBG Variational Derivations
1. Derivation of the Coherence Field
We begin by defining the coherence anchoring cost functional:
where:
is the phase stiffness coefficient, is the saturation penalty coefficient, is the coherence field.
We seek the field configuration that minimises
Taking the functional derivative and setting it to zero:
Integrating by parts the first term:
(assuming boundary terms vanish).
Thus:
Because
This is the Helmholtz equation.
The general solution for a point emitter at the origin is:
where:
2. Derivation of the Bias Functional from Modal Interference
The bias functional measuring the anchoring cost of a modal configuration
Expanding:
Thus:
Defining:
the bias functional simplifies to:
Thus, modal interference lowers anchoring cost when
3. Derivation of Motion from Bias Cost Minimisation
The action for a modal packet
Stationarity
Assuming small curvature (long-wavelength limit) and expanding
Thus the evolution equation becomes:
Identifying modal "mass"
with:
This completes the full, expanded derivations of the coherence field, bias functional, and motion from cost minimisation in the PBG framework.