The redundancy functional becomes powerful when we combine it with energy to form a constrained objective functional:
\[F[\rho, \Phi, \Xi, \Lambda] = E[\rho, \Phi] - \Theta R[\rho, \Xi] + \int d^3x\, \Lambda(x)[\Xi(x) - C[\Phi](x)]\]where \(E\) is the energy functional, \(\Theta\) is a dimensionless parameter, and \(\Lambda(x)\) is a Lagrange multiplier field enforcing the constraint \(\Xi = C[\Phi]\).
Nature selects configurations that extremize \(F\) - finding a balance between minimizing energy and maximizing redundancy, while respecting the coherence-time-potential constraint. This avoids circular logic by treating \(\Xi\) as independent during variation.
This leads to four fundamental equations from the constrained variational principle:
Matter distribution equilibrates where energy cost balances redundancy benefit.
The energy variation balances the constraint forces from the CTP relation.
This enforces the coherence-time-potential relation.
When we work out the energy variation and constraint equations together, this reproduces Poisson's equation:
\[\nabla^2\Phi = \frac{8\pi G}{c^4}\rho\]This means gravity emerges from constrained redundancy optimization. The gravitational constant \(G\) appears naturally from the redundancy parameters, while the constrained approach avoids circular logic.
Symbol | Name | Meaning | Value / Units | Metaphor |
---|---|---|---|---|
\(F[\rho, \Phi, \Xi, \Lambda]\) | constrained functional | energy minus redundancy plus constraints | energy units | "Nature's constrained cost function" |
\(E[\rho, \Phi]\) | energy functional | total energy of configuration | energy | "Energy bill" |
\(\Theta\) | redundancy weight | dimensionless parameter | dimensionless | "Information importance" |
\(\Lambda(x)\) | Lagrange multiplier | constraint force field | various | "Constraint enforcement" |
\(\frac{\delta F}{\delta \rho}\) | matter variation | how F changes with density | volume/mass | "Matter's equilibrium condition" |
\(\frac{\delta F}{\delta \Phi}\) | field variation | how F changes with lapse | energy/volume | "Field's equilibrium condition" |
\(G\) | gravitational constant | emerges from \(\kappa^2/\xi^2\) | \(m^3/(kg \cdot s^2)\) | "Gravity's strength" |
\(\nabla^2\Phi\) | Laplacian of lapse | curvature of time potential | 1/length² | "Time curvature" |