On Basic Feasible Functionals and the Interpretation Method
Patrick Baillot, Ugo Dal Lago, Cynthia Kop, Deivid Vale · Lecture notes in computer science · 2024
Abstract The class of basic feasible functionals ( $$\texttt{BFF}$$ BFF ) is the analog of $$\texttt{FP}$$ FP (polynomial time functions) for type-2 functionals, that is, functionals that can take (first-order) functions as arguments. $$\texttt{BFF}$$ BFF can be defined through Oracle Turing machines with running time bounded by second-order polynomials. On the other hand, higher-order term rewriting provides an elegant formalism for expressing higher-order computation. We address the problem of characterizing $$\texttt{BFF}$$ BFF by higher-order term rewriting. Various kinds of interpretations for first-order term rewriting have been introduced in the literature for proving termination and characterizing (first-order) complexity classes. In this paper, we consider a recently introduced notion of cost–size interpretations for higher-order term rewriting and see definitions as ways of computing functionals. We then prove that the class of functionals represented by higher-order terms admitting a certain kind of cost–size interpretation is exactly $$\texttt{BFF}$$ BFF .