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LemmaStatement: AI-adaptedProof: AI-adaptedPipeline-generatedprecheck passjudge pass (gpt-6-sol)audited 2026-09-30
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Green-kernel resolvent identity

Statement

Let E be at most countable, let p be a transition matrix on E, and let G(x,y)=∑n≥0p(n)(x,y)∈[0,+∞]. Define the extended nonnegative matrix products by the support-restricted sums

(PG)(x,y):=∑z∈E: p(x,z)>0p(x,z)G(z,y),(GP)(x,y):=∑z∈E: p(z,y)>0G(x,z)p(z,y).

Zero-coefficient terms are omitted, so neither product forms the undefined 0⋅(+∞). Then, for every x,y∈E,

G(x,y)=1{x=y}+(PG)(x,y)=1{x=y}+(GP)(x,y),

with all sums and equalities in the nonnegative extended reals.

Facts & Assumptions

Given: An at most countable state space E and a transition matrix p on E.

[F1]

The Green kernel is G(x,y):=∑n≥0p(n)(x,y)∈[0,+∞]. Green kernel of a transient chain

[F2]

For ϕ:E→[0,+∞], the nonnegative kernel action is Pϕ(x):=∑z∈E: p(x,z)>0p(x,z)ϕ(z)∈[0,+∞]. Nonnegative kernel action and finite drift

[F3]

For m,n≥0, p(m+n)(x,y)=∑z∈Ep(m)(x,z)p(n)(z,y). Matrix Chapman–Kolmogorov equations

[F4]

A nonnegative double series has the same value in either summation order: ∑i∑jaij=∑j∑iaij, including when the common value is +∞. Tonelli's theorem for double series of nonnegative extended real numbers

[F5]

In the library's extended-real arithmetic, every product with one factor 0 and the other +∞ is undefined. The extended real line R‾=R∪{−∞,+∞}, its order, and the arithmetic that is left undefined

[F6]

A countable set is finite or is in bijection with N. Finite, countably infinite, countable, uncountable

[F7]

The zero-step transition probability is p(0)(x,y)=1{x=y}. Transition matrices and n-step probabilities

[F8]

A nonnegative extended series is the supremum of its finite partial sums. Series in the nonnegative extended real line

Proof

technique · direct
1.1F5F8givenalgebra

If c is a finite positive real and (an)n≥0 is nonnegative, then c∑n≥0an=∑n≥0can. For partial sums sN=∑n<Nan, if sup⁡NsN<∞, continuity of multiplication by c gives csN↑csup⁡NsN; if sup⁡NsN=+∞, the sN are unbounded and so are csN. By [F5], every product is defined because c>0.

2.1F1F3F4F5F6F8step 1.1given

Fix x,y∈E. For each z with p(x,z)>0, [F1, F2] and step 1.1 give p(x,z)G(z,y)=∑n≥0p(x,z)p(n)(z,y). Terms with p(x,z)=0 are omitted in (PG)(x,y); inserting corresponding zero terms in the nonnegative double series is valid because p(n)(z,y)≤1. Apply [F4] to that double series. If E is finite, use a finite listing and pad with zeros; if countably infinite, use a bijection with N from [F6]. Then [F3] with m=1 yields (PG)(x,y)=∑z∈E∑n≥0p(x,z)p(n)(z,y)=∑n≥0∑z∈Ep(x,z)p(n)(z,y)=∑n≥0p(n+1)(x,y)=∑n≥1p(n)(x,y).

2.2F1F3F4F5F6F8step 1.1given

For each z with p(z,y)>0, [F1] and step 1.1 give G(x,z)p(z,y)=∑n≥0p(n)(x,z)p(z,y). Terms with p(z,y)=0 are omitted in (GP)(x,y); inserting their zero finite products in the double series introduces no undefined extended-real product. Tonelli [F4], now summing first over z, and [F3] with m=n and second time index 1 give (GP)(x,y)=∑z∈E∑n≥0p(n)(x,z)p(z,y)=∑n≥0∑z∈Ep(n)(x,z)p(z,y)=∑n≥0p(n+1)(x,y)=∑n≥1p(n)(x,y).

3.1F1F4F5F6F7F8step 2.1step 2.2given∎

By [F1, F8], separating the n=0 term in the nonnegative series gives G(x,y)=p(0)(x,y)+∑n≥1p(n)(x,y). This is a split of nonnegative partial sums, not a subtraction. Using [F7] and steps 2.1 and 2.2 proves both identities. If E=∅, there are no x,y and the claim is vacuous. For a one-state absorbing chain, G=+∞ and both support-restricted products equal +∞, so G=1+∞ is well defined. Zero transition coefficients are always omitted; positive coefficients may multiply +∞ and produce +∞. The argument includes deterministic rows and all zero-time endpoints. It uses no AC: the one enumeration of this fixed countable E is part of [F6], and [F4] is proved using finite choice. The lemma states no biconditional.

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