Exact and controlled form-phase reductions¶
Equivalent form/phase/memory representations, controlled slow-time comparison and its full-state capture handoff; hidden initialization and transient errors remain explicit.
Part of Sine pattern geometry and dissipative capture. Section numbers are stable across the collection; hypotheses and model changes remain local to each result.
28. Exact form, phase and memory representations¶
The completed composition, capture and prepared-entry results share more than their graph. They use the same reciprocal exchange, conserved means and phase potential. The following identities connect those results to the existing memory and resonance owners without introducing a new primitive coordinate, deleting the initial form information or assuming a slow phase approximation.
Retain finite connected simple unit support with at least two nodes, positive
held capacities, e,w,beta>0, the declared clock and no forcing or events. Use
A=KL, M=K^-1, W=1^T M1, and the weighted centering projector
P_M=I-1*(1^T M)/W. The means mu_x and mu_theta are those of the
actual state; the latter belongs to a chosen continuous phase lift.
Uncertain relative sources retain one conserved pair of means per member,
with their absolute common origins unobserved. Neither mean is replaced
by a nominal value in the identities below.
The sum coordinate retains the full joint state¶
In Section 27's variables tau=e*t, z=(b/e)P_Mx and
eta=ab/e^2, define the mixed coordinate y=theta+z. The exact rows become
This change is invertible on consistent real lifts:
z=y-theta, x=mu_x*1+(e/b)z, with 1^T Mz=0. Thus it retains both
consumed coordinates and the conserved form mean. A change of circular
representative sends (theta,y) to (theta+2*pi*m,y+2*pi*m) for the
same integer vector m; their real difference is unchanged.
Equivalently, retain real z and circular exp(i*y), from which
exp(i*theta)=exp(i*y)*exp(-i*z) is reconstructed.
Treating theta and y as two independently wrapped phase vectors loses
information. On the unit P2 with unit capacities, K=I. The preparations
theta=0,z=0 and theta=0,z=(2*pi,-2*pi) give the same two separately
wrapped phase vectors, but their scaled phase rates are respectively
0 and A z=(4*pi,-4*pi). The real form contrast has been discarded by
that wrapping, although it is consumed by the phase row.
Nor does y alone close the dynamics. On the same P2, y=0 can arise
from theta=z=0, giving y'=0, or from
theta=(delta,-delta),z=(-delta,delta), giving
y'=eta*(-sin(2*delta),sin(2*delta)). For 0<delta<pi/4 these rates
differ even on the same conserved-mean leaf. A first-order law depending
only on y therefore needs an additional approximation or restricted
invariant family.
The cancellation behind this coordinate is already used operationally in
the hidden-state inverse:
dot(x)+(e/b)*dot(theta)=aKS removes the form-gradient contribution
from paired rate observations. Its time derivative supplies the paired
acceleration channel there. The present transformation and the entry
estimate reorganize that same complete-law identity; they do not select
a new pressure law from those observations.
Exact elimination gives second-order phase and retained memory¶
In the original clock, differentiate the complete phase row and use the
form row. The following second-order identity and velocity reconstruction
also hold at e=0, with positive w,beta and held positive capacities;
they do not use the preceding change of variables dividing by e.
With the actual ordered matrix products this gives
The constraint 1^T M dot(theta)=0 must remain. An unconstrained
second-order equation on all phase lifts would also permit a constant
common phase velocity, which the original positive-capacity law does not
supply. On the weighted-mean-zero space, A is invertible and the phase
velocity reconstructs the full centered form as
P_Mx=b^(-1)A^(-1)dot(theta). The constant form mean must be retained
separately if the original absolute form is needed. This is a
same-information representation, not a removal of a state variable.
What an emergent-form hypothesis must distinguish¶
Formation of an organized pattern from joint evolution is different from
an all-state instantaneous identity x=F(theta,nu,support,p). The latter
does not hold for the admitted conservative sine law. On unit P2, take
e=0,w=beta=nu_1=nu_2=1 and theta=(0,0). The states x=(0,0) and
x=(q,-q), with nonzero real q, have the same phase, capacity, support,
form mean and instantaneous pressure p=(0,0). Their phase rates are
respectively zero and (2q/pi,-2q/pi). The common observed coordinates
therefore do not determine form or the ensuing response.
Phase velocity, together with the original form mean, supplies the missing information through the inverse above. This uses the independently specified phase law, not the nodal identity alone. At zero loss its exact history representation is
The initial form remains an independent source, or equivalently the initial phase velocity. This equation does not derive it from phase alone. At positive loss, pressure computed from the full state can encode form differences; that does not make such pressure an independent measurement or remove the state information needed to compute it. A special invariant or controlled slow family could restrict form in terms of other variables, but its preparation, domain and error require separate proof. Neither global reconstruction nor impossibility of every restricted family follows.
Thus the supported synergy is a same-information description of relative form as phase-motion information. The stronger claim that primitive form emerges from the other instantaneous parameters remains unestablished. The channel-geometry analysis keeps this state question separate from unequal response of the two channels.
Alternatively, variation of constants and integration give the exact
nonlinear Volterra equation for e>0
The source term is the retained initial form, not an external input.
The phase current in the integral uses the actual earlier phase state;
this is not a fixed linear convolution in theta. Differentiating the
identity with its supplied initial state recovers the second-order row,
and reconstructing form recovers the original joint system. Global
Lipschitz continuity of the full sine field supplies uniqueness. The
projector could be omitted only from the first source term because
I-exp(-eAt) annihilates the common form mode; displaying it makes the
mean accounting explicit.
No commutation of K with L is used. In particular AK=KLK, whereas
KA=K^2L is generally different. The corresponding phase-velocity
memory operator is
It is symmetric positive semidefinite for each nonnegative lag, but its individual entries need not be nonnegative. Spectral integration gives
Acting on a sine-current vector, whose ordinary sum is zero, this
integrated operator gives KS/e. This explains the frozen-history gain
behind a candidate slow phase law; it does not bound the error made
by replacing the moving history by its current value. It also does not
remove the initial source or justify exchanging an infinite-time limit
with a constitutive limit.
The single-intermediary sine owner already derives a nonlinear second-order representation and derivative-free Volterra memory, including the hidden initial state and moving visible boundary. The general elimination owner owns the variation-of-constants principle and its source obligation. The identities here specialize that principle to eliminating the entire form coordinate of this complete nonlinear sine model. They neither turn the existing signed intermediary kernel into a positive-entry kernel nor transfer a pure-diffusion or conservative-memory conclusion between models.
The nonlinear storage representation contains the existing resonance pencil¶
Remove the conserved origins, and put
The symmetric matrix B above is positive definite on Q; all inverse
matrices in this paragraph act only there. Since
grad(Phi)=-K^(1/2)S, the exact nonlinear transformed rows and their
equivalent second-order equation are
Their storage and loss are still the original quantities:
The velocity contribution is the original form storage in different
coordinates. The derived quotient matrix B^-1 depends on the graph and
held capacities; this supplies no identification of capacity with inverse
physical mass. Initial velocity, nonlinear phase history and the conserved
origins remain part of the model.
At a critical phase geometry with Hessian H, the Hessian of Phi is
C=K^(1/2)HK^(1/2). Linearizing the displayed equation gives precisely
the existing full-support resonance pencil,
B^-1*ddot(vartheta)+e*dot(vartheta)+ab*C*vartheta=0 for perturbations.
The matrices B and C need not commute, so scalar cycle discriminants
still cannot classify a general attachment. Strict acute-sector convexity,
equilibrium recovery and the full storage capture barrier use the same
phase curvature; the nonnegative velocity/form term is why a phase-only
storage check cannot replace the capture certificate.
A phase-flat preparation distinguishes the full law from phase descent¶
Take equal initial phases and any nonconstant initial form on the retained
connected graph. Then S(0)=0, H(0)=L and
For strict positivity, Ax(0) has zero weighted mean. If it were a
constant vector, it would vanish; positivity of K and connectedness
would then force x(0) constant, contrary to preparation. Thus phase
potential initially increases while total storage decreases. The form
reservoir and reciprocal phase row account for both signs under one law.
In contrast, the candidate phase-gradient flow dpsi/dsigma=KS(psi)
initialized at that same uniform theta(0) remains there by uniqueness.
It would discard the prepared form information. Initializing a proposed
comparison from theta(0)+z(0) retains that information, but the exact
identities alone do not prove closeness to this comparison flow. Section 29
derives the finite-horizon error bound while retaining the initial transient.
A later capture handoff, support creation and physical identification remain
separate obligations.
The full-law equivalence controls differentiate the shared field with interval jets, check the two opposite storage signs and the failure of a sum-coordinate-only closure, and retain noncommuting capacity/Laplacian products. Independent numerical quadrature checks the nonlinear memory identity along a complete trajectory; it is an equivalence check, not a reserved-response prediction or the analytic proof.
29. A controlled fast-form and slow-phase comparison¶
The exact representations in Section 28 permit a quantitative comparison with a first-order phase flow. This is an approximation theorem for the same complete sine law, with an explicit transient and error. It does not install that reference flow as a replacement pressure or remove the prepared form information.
Complete state, reference initialization and clocks¶
Fix the finite connected unit support, positive held K, positive beta
and positive complete-law coefficients e,w. Retain Section 27's
M=K^-1, A=KL, alpha=b/e, z=alpha*P_Mx, tau=e*t and
eta=ab/e^2=beta*alpha^2. For the actual initial state write z_0=z(0)
and take a proved bound Z>=||z_0||_M. Define the slow time and reference
on consistent phase lifts by
Both the complete and reference fields are globally Lipschitz, so their
solutions exist uniquely for all finite times. The reference is initialized
with the actual retained form contribution, not only the initial phase.
As in Section 28, the mixed coordinate uses real z_0 and consistent
lifts; wrapping its two summands independently would discard information.
Let lambda>0 be a certified weighted quotient gap for A, and set
The earlier forcing bound gives ||f(theta)||_M<=F globally. Its derivative
is -KH(theta), where H is the cosine-weighted phase Hessian. The edge
formula gives -B<=K^(1/2)H(theta)K^(1/2)<=B for
B=K^(1/2)LK^(1/2). The similar matrix KL has Gershgorin intervals
[0,2*nu_i], so the symmetric matrix B has norm at most ell.
Integrating the derivative
along a segment therefore proves the global Lipschitz estimate
||f(u)-f(v)||_M<=ell*||u-v||_M. This bound needs no acute phase domain
for either path or the segment between them.
Explicit composite, phase and form bounds¶
For a supplied finite sigma>=0, put tau=sigma/eta and
D(tau)=exp(-A*tau). Define
Then the exact complete solution and its reference satisfy
The middle quantity is the composite correction. It retains the fast
initial form contribution instead of calling the corrected angle the
actual phase. For y=theta+z, the same estimates also give
||y(tau)-psi(sigma)||_M<=C(sigma)+R(tau).
The form estimate follows from the exact variation-of-constants identity
All integrand vectors have zero weighted mean. Thus the quotient semigroup
bound ||D(s)||_M<=exp(-lambda*s) applies to them and gives R.
Section 28's exact phase memory, now in scaled time, gives
Subtract the reference integral equation. If
q(tau)=theta(tau)+D(tau)z_0-psi(eta*tau), the forcing and Lipschitz
bounds imply
Here the ell*Z term retains the initial transient inside
theta-psi=q-D(s)z_0; the F term bounds the remaining memory integral.
The scalar comparison function with zero initial value solves
c'=eta*ell*c+eta*(ell*Z+F)*exp(-lambda*tau). Its explicit solution is
the displayed C, proving the composite bound by Gronwall's inequality.
The uncorrected phase bound then follows by the triangle inequality.
No phase linearization, commuting K,L assumption or sampled response
enters this argument.
Conversion back to the original form coordinate is also explicit:
Thus the original form remainder after its homogeneous transient is
O(sqrt(eta)) at fixed support, K and beta. A small scaled z
remainder alone would not establish this original-coordinate statement.
The homogeneous form term remains until its own transient has decayed.
Uniform finite-time meaning and the retained storage budget¶
Fix a finite slow-time horizon Sigma, the support, K, beta and a
uniform bound Z on the scaled initial form. For 0<=sigma<=Sigma,
This is a uniform O(eta) composite comparison including the initial
instant. It is not uniform O(eta) proximity of the actual phase from
that instant: exactly theta(0)-psi(0)=-z_0. For any fixed
sigma_0>0, the uncorrected estimate on [sigma_0,Sigma] instead has
the additional transient Z*exp(-lambda*sigma_0/eta). More generally,
the finite displayed inequalities decide whether a chosen transient
is sufficiently small, without retuning the requested horizon.
The original-clock comparison time is
As eta changes, the constitutive ratio changes; this is not just a common
clock rescaling. Keeping a nonzero scaled preparation fixed also retains
the original initial storage
Its form term grows as 1/eta. For uncertain preparations the expression
and its enclosing budget apply to every actual member, rather than to its
nominal source alone.
Means, uncertain sources and phase potential¶
Since 1^T M f=1^T S=0, the reference conserves its weighted phase mean.
Its initialization has the same weighted phase mean as the complete
trajectory because z_0 is centered. Common form shifts cancel from
z_0; common phase shifts move the actual and reference solutions
together. All comparison differences and the composite correction have
zero weighted mean on the selected lift.
For a SineRelativePattern, reuse Section 27's original residual set and
its weighted initial norm bound. Each member is compared with its own
reference initialized at that member's theta(0)+z_0. A uniform Z
makes the displayed error uniform over the family but does not replace
these references by a single nominal reference trajectory. Doing that
would require a separate bound on the initialization differences.
Unknown absolute origins and memberwise conserved means remain explicit.
The potential satisfies the global bound
|V(u)-V(v)|<=F*||u-v||_M, since
||grad(V)||_(M^-1)=||KS||_M<=F. Hence
The reference itself obeys
dV(psi)/dsigma=-S(psi)^T K S(psi)<=0. This does not make the actual
phase potential monotone: Section 28's phase-flat, nonconstant-form
preparation has strictly positive initial second phase-potential derivative
while total storage decreases. Initializing the reference only at that
uniform phase would leave it at consensus and discard the preparation
mechanism; the shifted initialization and explicit transient resolve that
mismatch in the comparison theorem.
Shared certificate and bounded numerical controls¶
bound_sine_slow_phase
accepts an admitted exact or relative source and a supplied rational slow
time. It reuses the complete-law preparation admission, weighted norm and
exact reversible gap owners, and returns outward analytic comparison
bounds. The scaled and original times are enclosed directly from their
mathematical-pi formulas; these are enclosures of the declared comparison
instant, not a new class of independently uncertain times. The reader runs
neither the full trajectory nor the reference phase solver. It does not
issue an endpoint capture or final-basin verdict.
The reduction tests
freeze a small heterogeneous support with edges
(0,1),(1,2),(2,3),(0,2), capacities (1,3/2,2,5/4) and beta=2.
The primary constructor weight ratio is 16:1; the stored normalized
coefficients remain authoritative, with exact ratio w/e=1/16.
The declared preparation is
x=(beta*e/w)*(1/2,-3/4,5/4,-1) and
theta=(1/8,-1/4,1/2,-3/8), with slow horizon 1/16.
A separately fixed 8:1 comparison retains the same scaled initial form
and checks the feedback-parameter dependence. Independent SciPy integrations
of the complete and reference rows cross-check the inequalities under the
test's explicit numerical settings; they are not validated trajectory
enclosures or a search over sources, ratios or horizons. The analytic
certificate does not depend on their sampled responses.
The error grows with the declared slow horizon and is not an infinite-time
theorem. It proves neither a final basin match nor an exchange of the
limits eta->0 and t->infinity. Section 30 supplies a separate capture
criterion that admits the actual full-state endpoint, including the form
remainder and all sector margins. The result controls a mechanism within the supplied law
and preparation; it does not select that law, support, source budget or
physical interpretation.
A conditional comparison using acute geometry and dissipation¶
The two-port transit proof derives a different finite-horizon estimate for its unit-capacity, beta-one model. On a common acute chart, the slow phase field is dissipative in the degree metric. Integrating the complete law's storage loss bounds the squared scaled-form norm over time, yielding a comparison error that grows with the square root of the slow horizon. A strict first-exit argument must establish that both the actual and mixed phases stay in that chart. The nominal reference also retains its explicit initialization mismatch against every actual source member.
That conditional argument supplies a finite deformation result with the original form coordinate retained. It does not replace the global, possibly nonacute comparison above or establish eventual capture. Its model-specific coefficients and prepared phase origins do not transfer without admission of the new complete model.
30. Full-state capture from controlled phase geometry¶
Section 29 bounds the difference from a reference flow but does not by itself locate that reference at the requested endpoint. A sufficient handoff needs both a justified reference neighborhood and the remaining original form storage. The following construction supplies these from the admitted preparation and an exactly verified stationary phase geometry. It requires neither a supplied response endpoint nor a reference solver.
A proved reference neighborhood from the preparation¶
Retain all hypotheses and notation of Section 29. Supply exact rational
node turns q_i, in the source node order, and put phi_*=2*pi*q on the
selected real lift. Require every principal target edge angle
delta_*e to lie strictly between -pi/2 and pi/2, and require
S(phi_*)=0. The shared target owner verifies these hypotheses using the
exact acute geometry and sine cancellation;
a floating residual close to zero does not prove criticality. This
implemented algebraic admission is sufficient, not a classification of
all possible sine equilibria.
For each actual preparation member, shift phi_* by a common constant so
that its weighted mean equals that of theta(0). Write the resulting lift
as phi_*^m. Its phase geometry and potential V_* are unchanged.
The reference psi(0)=theta(0)+alpha*P_Mx(0) has this same weighted mean.
Choose a proved bound
Since f(phi_*^m)=0, the constant curve phi_*^m solves the reference
equation. The global Lipschitz bound from Section 29 and Gronwall give
This estimate assumes no contraction or acute evolution of the reference. The supplied stationary geometry is a proof reference; it is not inserted into the complete law or assigned to the evolving state.
For a relative source, retain exactly Section 27's original residual
family. If its componentwise form and phase error radii are
epsilon_xi,epsilon_thetai, a uniform choice is
This follows from the triangle inequality and the contractivity of the
weighted orthogonal projection P_M. Every member keeps its own
reference, mean-matched target and conserved means. Unknown common
origins cancel before bounding the mismatch; no absolute phase or form
origin is inferred. The estimate uses the selected consistent phase
lifts, with the chart and quotient distinctions from Section 28.
The actual endpoint and its complete storage¶
At the supplied slow time sigma, set tau=sigma/eta and define
Section 29 proves that the actual endpoint satisfies
||theta(t)-phi_*^m||_M<=rho and ||P_Mx(t)||_M<=X, where
t=sigma/(e*eta). The phase bound includes the initial transient;
substituting only the composite error C would not prove this statement.
The form bound is in the original coordinate, with its conversion factor
retained.
For an edge ij, write k_i=K_ii and
g_ij=sqrt(k_i+k_j). Weighted duality gives
Thus a sufficient strict acute margin on every edge is
Use the integer edge offsets that reduce the supplied target lift to its principal acute angles. They place every enclosed actual endpoint in the target's cycle-period sector, without inferring a future unwrapping from samples.
A useful storage bound retains the correlations lost by independent edge
intervals. Let h=theta(t)-phi_*^m. The phase Hessian satisfies H<=L
globally, since every edge cosine is at most one. Taylor's integral
formula and the exact criticality of the target therefore give
The linear term vanishes because grad V(phi_*^m)=0. The segment need
not remain acute for this upper bound. Likewise
x^T Lx<=ell*||P_Mx||_M^2, so the complete storage obeys
This uses the same cancellation principle as local recovery, now with a preparation-derived phase neighborhood. Bounding every cosine separately can lose that cancellation and fail to establish a margin that the correlated bound proves. The admitted endpoint set retains the norm and storage constraints together with the edge intervals and memberwise mean leaf; arbitrary corners of the independent outer intervals need not obey the correlated storage bound. Global existence of the complete law makes the set nonempty for every admitted preparation member.
Handoff to the whole-sector theorem¶
Let B_k be the shared certified lower bound for the phase potential on
every boundary face of the target sector, as in Section 26. If all
strict edge margins above hold and
then Section 26 applies to the actual full-state endpoint of every source member. Subsequent complete evolution stays in that sector and converges on its conserved-mean leaf to its unique acute equilibrium. The admitted target already supplies the stationary geometry in that sector, so uniqueness identifies the limiting phase geometry with it. The theorem does not assume that geometry was the initial winding or that the reference and actual paths shared their earlier sectors.
certify_sine_slow_capture
recomputes the preparation and slow comparison, admits the exact target,
and passes producer-proved edge and correlated storage bounds to the
shared sector-capture owner. The outer report retains the enclosed
original endpoint time; its nested capture is neither a timestamped
observation nor a sampled forecast. Outward rational arithmetic encloses
the pi, trigonometric, norm and exponential quantities. Malformed inputs
are rejected; insufficient strict margins return unavailable. An
unavailable sufficient condition proves neither instability nor
impossibility.
Fixed analytic controls and scope¶
The handoff tests
reuse Section 27's published C5 preparation unchanged:
nu_i=beta=1, e=1023/1024, w=1/1024,
x_i(0)=4092*(i-2) and theta_i(0)=0 for i=0,...,4.
The supplied target is q_i=(i-2)/5 and the fixed slow time is 1/16.
Its initial form budget remains 160*1023^2; neither that budget nor the
ratio is retuned to obtain the handoff. The analytic bounds give
All edge margins are positive. The same previously fixed independent
radii epsilon_x=1/16 and epsilon_theta=1/65536 also pass, with total
storage below 3.462017026 and margin above 0.00724924. These are
analytic endpoint certificates, with no integrated reference or complete
trajectory used as their producer. Initial zero winding is separately
known for these preparations, so their captured nonzero sector also
establishes acquisition. The general API does not assume zero initial
winding and therefore does not label every capture an acquisition.
Here the declared original time is approximately 646182.7393 structural
units, obtained from t=beta*pi^2*e*sigma/w^2. This fixed handoff is not
an optimized entry time or a replacement for the earlier tau=100 entry
certificate. Controls with resolved phase but excessive remaining form
storage, and with unresolved phase margins, remain unavailable under
their respective sufficient conditions.
The result connects one justified reference geometry to complete-state capture at a finite declared instant. It supplies neither autonomous support creation, selection of the preparation or target, a unique constitutive law, nor a physical identification. It also does not turn the finite comparison into a uniform infinite-time approximation.