Alphabeta Math
DefinitionDefinition: Literature-sourcedProof: Not applicablePipeline-generatedjudge pass (gpt-6-luna)
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.

Absolute spectral gap of a finite reversible chain

Definition

For a finite reversible chain (X,P,π), let H0={f:∑xπxfx=0} with the weighted inner product from A finite reversible transition operator is self-adjoint on weighted L2. Define its absolute spectral gap by

δabs(P):=1−∥P∣H0∥2,π.

The norm of the restriction to the zero subspace is 0 by The operator norm is zero on the zero domain and otherwise is max_{||v||=1} ||Tv||, so a one-state chain has absolute gap 1. No irreducibility or aperiodicity is built into this definition: a reducible chain with a nonconstant stationary vector in H0 can have gap 0, and a periodic chain can have gap 0 because of an eigenvalue −1. The eigenvalue form of the definition is proved in Absolute gap equals one minus the largest nonconstant eigenvalue modulus.

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