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.
PTAS, FPTAS and APX
Definition
Fix a finite-instance optimization problem in the model of Optimization problems and approximation ratios.
- A polynomial-time approximation scheme (PTAS) is a family of algorithms such that for every fixed with the algorithm runs in deterministic time polynomial in the input length and guarantees factor for minimization, respectively for maximization, in the value inequalities of Optimization problems and approximation ratios. The order of quantifiers is that the exponent of the polynomial may depend on the fixed .
- A fully polynomial-time approximation scheme (FPTAS) is a PTAS with one running-time bound that is a polynomial jointly in the input length and in .
- APX denotes, by explicit local convention, the class of finite-instance optimization problems in that model that admit one polynomial-time fixed-factor approximation in the objective direction of Optimization problems and approximation ratios: a rational with a polynomial-time -approximation for a minimization problem, or a rational with a polynomial-time -approximation for a maximization problem. This is a selected convention for this page; it does not claim that all of the literature uses the same reduction-based notion of APX-hardness.
Since every FPTAS is a PTAS, a problem with no PTAS (unless ) also has no FPTAS unless . All value guarantees above use the inequalities of Optimization problems and approximation ratios and therefore include without forming a quotient by . PTAS or FPTAS existence, by itself, proves neither APX-hardness nor APX-completeness of any target; those notions are defined separately on this page, under a declared reduction notion, and are not derived here.
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