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.
Average and maximal error reliability exponents
Definition
For a finite DMC , , and , set . Let be the minimum error probability among length- deterministic codes of that size under criterion , where the two errors are those of Average and maximal error of a fixed-length code. This minimum exists because the encoder and decoder range over finite sets. Define with . An error-exponent limit is used only when the liminf and limsup agree in the extended reals. These are exponents of error probability; the exponent of success probability is a different quantity. No general exact formula for the finite-DMC reliability function is part of this definition.
Depends on
Used by
Dependency tree · two levels
4 results within two dependency steps of this one, each drawn at its shortest distance from it. An arrow runs from a result to what uses it, so the chart reads left to right and ends at this result, which carries a heavier outline. Every node is a link to that result. Click elsewhere on the chart to enlarge it.
Sources
- Yury Polyanskiy and Yihong Wu, Information Theory: From Coding to Learning, Chapter 22 §22.4* (standard reference, not scraped)
- MIT 6.441 Information Theory, Lecture 12, Spring 2010 (standard reference, not scraped)