The distinct connected-set tree estimate then bounds the sum of repeated connected terms whose union contains a fixed site by), provided the inflated vertex activities satisfy the readiness condition with budget
and tree ratio
1. The actual union support weight is paid by the product of its vertex support weights: connected cover subadditivity applies to
and each multiplicity
1 only increases the available exponent sum. Nonnegative summation justifies all these successive sums.
For omitted-cluster restoration take two kinds of atoms. Forced atoms have nonnegative weights , nonempty supports
, and sitewise budget
at exponent
Regular-log atoms are occurrence-indexed clusters, with their absolute cluster weights and union supports. The preceding logarithmic tail estimate gives their sitewise budget
) at that exponent. Their combined repeated products bound the absolute value of every signed restoration product; forgetting original exclusions and retaining additional repeated forced atoms only enlarges the upper bound.
To obtain both a size tail and a compulsory-forced-atom gain, choose1 and
0. Multiply every atom weight by
, and every forced atom weight additionally by
. After the geometric multiplicity allowance, the combined sitewise budget is at most
Searchable transcription
teμc 1 −σ + tγ (1 −σ)(1 −q).
Require this to be at most, with 0
0, and 4(2
Apply the preceding repeated connected estimate to these augmented activities. A term of total size
acquires the factor
. If it contains a forced atom, the exponent summed with multiplicities acquires at least
, so its additional factor is at least
. Dividing the augmented bound by these factors proves
Searchable transcription
X eAcB(∪i∈DXi)Wh(D, r) ≤t−me−μ η 1 −q′ .
Searchable transcription
connected (D,r), N(D,r)≥m at least one forced atom x∈∪i∈DXi
This is the omitted-cluster restoration bound used for the forced paid terms. Its applications use2, and
= 0 the right side becomes 2
. The compulsory atom is charged at least once, regardless of its multiplicity. The remaining input in this argument is the distinct connected-set tree estimate under the stated readiness condition, which belongs to the same rooted-tree bounds as the regular cluster estimate.
Switching real source formulas into the marker algebra
The nilpotent substitution in the marked expansion is defined through real switching values, not by a formal differentiation of an unbounded series. For a finite switch set, a real coefficient array
, gives switch values
Searchable transcription
f(x, R) = X A⊆R x|A|gx(A), 0 ≤x ≤1.
At 0 the array is uniquely determined by these values. Induct on (|R|): subtract all propersubset terms from (f(x,R)), then divide by
0. Equivalently the inverse is the finite Möbius formula
Searchable transcription
gx(A) = x−|A| X R⊆A (−1)|A|−|R|f(x, R).
Searchable transcription
A model for f is such an array with each gx(A) →g0(A) as x ↓0. The switching jet is Jf(A) = g0(A), independently of the model by uniqueness for x > 0. A paid model includes nonnegative bounds (b(A)) with |gx(A)| ≤b(A) for 0 ≤x ≤1 and P A b(A) ≤c, uniformly over any additional configurations. In particular |f(x, R)| ≤c on that interval. For square-zero elements zi of the finite marker algebra, define
Searchable transcription
Sz(f) = X A⊆I Jf(A) Y i∈A zi.
This substitution is additive on modeled families. To prove multiplicativity, multiply the two switch-value formulas. Their coefficient convolution is
Searchable transcription
(g ∗x h)(A) = X B∪C=A x|B∩C|g(B)h(C).
At = 0 only disjoint pairs survive. On substitution, every overlapping pair also vanishes because some
occurs twice. Hence
). Constants substitute to their scalar polynomial. Paid bounds multiply by the corresponding product bound, and addition adds their bounds.
Countable sums pass through this operation when their paid bounds are summable. For each subset
, the corresponding coefficient arrays are dominated by summable bounds, so dominated convergence for series gives their limit at
= 0 and commutes it with summation. There are only finitely many
; applying the finite linear substitution proves
Searchable transcription
X ! = X n Sz(fn). Sz n fn
Apply this to the exponential series. The-th term has paid bound
!, which is summable. Multiplicativity gives
Searchable transcription
Sz(ef) = exp{Sz(f)}.If the scalar mode of) is zero, the right side is its finite nilpotent exponential. This establishes the exponential identity without dividing by a density.
Searchable transcription
The price estimate is coefficientwise. If |zi|w ≤1, define the envelope of mode A to be the sum, over switch subsets D, of (b(D)) times the absolute coefficient of Q i∈D zi in that mode. The triangle inequality bounds the substituted coefficient by this envelope. Summing its weighted price and using submultiplicativity gives at most P D b(D) ≤c. Thus a paid scalar switching model produces the local polynomial price required by restoration.
When every has zero scalar mode, the scalar mode of
). Its singleton marker coefficient receives contributions only from switch subsets of size one; products of two or more zero-scalar factors cannot have singleton degree. These two facts prove the scalar and singleton coefficient readings used below.
Locality also passes at the coefficient level. If changing switch leaves a scalar switching family unchanged, its Möbius coefficients indexed by subsets containing
vanish. If the output support omits a site in the parent support of leaf
, the local silence identity gives exactly that switch independence. A nonzero coefficient can therefore involve only leaves whose required parent supports lie in the output support. Their scoped marker monomials then have all their pins there. The finite substitution preserves gauge invariance, locality and measurability. If every scalar switching value vanishes offa prescribed healthy region or inventory event, the Möbius coefficients and their limits
vanish there as well. These statements supply the support and permission properties of the marked corrections.
Reading the marked Mark-step output
Searchable transcription
The reserve used by a retained step is constructed for the very finite leaf inventory just described. Give each leaf its fee and normalized square-zero monomial zi. The parent support contains all pins in the monomial’s scope, and |zi|w ≤1. The marked activity expansion produces a family K(t, A) indexed by subsets of the finite leaf inventory. Its mixed jet in the leaves is evaluated on products of the zi; because z2 i = 0, only distinct-leaf derivatives survive. Thus the marked polynomial is a finite substitution in these jets. The coefficient bounds on the mixed jets yield local polynomial bounds by the triangle inequality and ∥Q izi∥w ≤1.
The output has an exponential correction and a forced activity correction. The latter is grouped by the coarse support-and-inventory barcode. Its scalar mode remains the unmarked background profile. For a singleton marker, only single-leaf jets can contribute; the single-leaf jet identity is
Searchable transcription
∂iKj = feei Dj(Mi),
where) is the transported hinge of that same leaf. Multiplication by its normalized monomial cancels the fee, including the zero-charge case established above. Hence the singleton coefficient of the grouped forced correction is exactly the sum of the leaves’ quoted transported profiles. Absolute summability of the hinge families follows from the sound-door estimate: each hinge has a forced envelope whose total weighted mass is bounded by a fixed multiple of its leaf load. Summing over finitely many leaves and over the barcode fiber therefore commutes with coefficient extraction. This proves the singleton-profile identity used in the restoration step.
The coarse exact density identity is likewise an evaluation identity for the marked expansion: the Mark push of the priced ticket expression equals the exponential output times the coarse field polynomial. It is multiplied by the factored scalar displacement, which commutes with the Mark integral since it is a fixed finite-dimensional polynomial. The exponential output has zero scalar mode. The coefficient bounds and scoped locality give its served envelope; the forced mixed-jet bounds give the field envelope. These are the reserve’s two output budgets. The same construction is additive under summable grouped leaves because the underlying hinge map respects those sums. The switched marker expansion, primitive integral and connected-cluster arguments in this chapter construct the marked activity jets and prove their exact Mark identity.
The exact marked identity follows from the real switching identity once its paid bounds have been established. At a coarse configuration, let
, let
) be the sum of the regular log increments relative to the unmarked branch, and let
) be the gas of the switched forced activities. The real identity is