On the growth rate of polyregular functions

12/22/2022

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by   Mikołaj Bojańczyk, et al.

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We consider polyregular functions, which are certain string-to-string functions that have polynomial output size. We prove that a polyregular function has output size 𝒪(n^k) if and only if it can be defined by an MSO interpretation of dimension k, i.e. a string-to-string transformation where every output position is interpreted, using monadic second-order logic MSO, in some k-tuple of input positions. We also show that this characterization does not extend to pebble transducers, another model for describing polyregular functions: we show that for every k ∈{1,2,…} there is a polyregular function of quadratic output size which needs at least k pebbles to be computed.