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Slow-growing hierarchy

In computability theory, computational complexity theory and proof theory, the slow-growing hierarchy is an ordinal-indexed family of slowly increasing functions g<sub>α</sub>: N → N (where N is the set of natural numbers, {0, 1, ...}). It contrasts with the fast-growing hierarchy.

Definition

Let μ be a large countable ordinal such that a fundamental sequence is assigned to every limit ordinal less than μ. The slow-growing hierarchy of functions g<sub>α</sub>: N → N, for α < μ, is then defined as follows:

  • for limit ordinal α.

Here α[n] denotes the n<sup>th</sup> element of the fundamental sequence assigned to the limit ordinal α.

The article on the fast-growing hierarchy describes a standardized choice for fundamental sequence for all α < ε<sub>0</sub>.

Example

Relation to fast-growing hierarchy

The slow-growing hierarchy grows much more slowly than the fast-growing hierarchy. Even g<sub>ε<sub>0</sub></sub> is only equivalent to f<sub>3</sub> and g<sub>α</sub> only attains the growth of f<sub>ε<sub>0</sub></sub> (the first function that Peano arithmetic cannot prove total in the hierarchy) when α is the Bachmann–Howard ordinal.

However, Girard proved that the slow-growing hierarchy eventually catches up with the fast-growing one. Specifically, that there exists an ordinal α such that for all integers n

g<sub>α</sub>(n) < f<sub>α</sub>(n) < g<sub>α</sub>(n + 1)

where f<sub>α</sub> are the functions in the fast-growing hierarchy. He further showed that the first α this holds for is the ordinal of the theory ID<sub><ω</sub> of arbitrary finite iterations of an inductive definition. However, for the assignment of fundamental sequences found in the first match up occurs at the level ε<sub>0</sub>. For Buchholz style tree ordinals it could be shown that the first match up even occurs at .

Extensions of the result proved to considerably larger ordinals show that there are very few ordinals below the ordinal of transfinitely iterated -comprehension where the slow- and fast-growing hierarchy match up.

The slow-growing hierarchy depends extremely sensitively on the choice of the underlying fundamental sequences.

References

  • See especially "A Glimpse at Hierarchies of Fast and Slow Growing Functions", pp. 59–64 of linked version.

Notes