How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Closed walks of length in are counted by
Example
For integers , the number of rooted closed walks of length in the complete graph is
Here an undirected edge is represented by one directed edge in each direction, every edge has weight , and a starting vertex is part of a rooted closed walk.
Facts & Assumptions
Given: Integers and the complete graph with transfer matrix over .
A finite unit-weighted directed graph has a transfer matrix whose rows are sources and columns are targets (Finite weighted directed multigraphs, weighted walks and their transfer matrices).
The diagonal entry counts length- walks from back to , so their total number is (The entry of is the total weight of length- walks from to ).
If over the base field, then (Let be a field, , and . If in , then the transfer-matrix trace series is ).
Verification
By [L1], . The all-ones vector satisfies , while for .
The list is linearly independent over : a relation has coordinates for and , hence . Since in , every coefficient is zero. It is therefore a basis of .
In the basis of step 1.2, is diagonal with entries , so in .
Apply [L3] to step 2.1 and then [L2] to obtain the displayed closed-walk count. When , the difference-vector list is empty and the formula gives because .
Depends on
- Finite weighted directed multigraphs, weighted walks and their transfer matrices
- The $(u,v)$ entry of $A^n$ is the total weight of length-$n$ walks from $u$ to $v$
- Let $K$ be a field, $p\ge1$, and $A\in M_p(K)$. If $\chi_A(t)=\prod_{i<p}(t-\lambda_i)$ in $K[t]$, then the transfer-matrix trace series is $\sum_{i<p}(1-\lambda_i x)^{-1}$
Used by
Nothing in the library uses this result yet.
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 47 results over 12 levels. An arrow runs from a result to what uses it, and this result sits at the bottom with a heavier outline. Click the chart to enlarge it.
Sources
- R. P. Stanley, Enumerative Combinatorics, vol. 1, 2nd ed., Example 4.7.5 (standard reference, not scraped)