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On computability and tractability for infinite sets

Published:09 July 2018Publication History

ABSTRACT

We propose a definition for computable functions on hereditarily definable sets. Such sets are possibly infinite data structures that can be defined using a fixed underlying logical structure, such as (N, =). We show that, under suitable assumptions on the underlying structure, a programming language called definable while programs captures exactly the computable functions. Next, we introduce a complexity class called fixed-dimension polynomial time, which intuitively speaking describes polynomial computation on hereditarily definable sets. We show that this complexity class contains all functions computed by definable while programs with suitably defined resource bounds. Proving the converse inclusion would prove that Choiceless Polynomial Time with Counting captures polynomial time on finite graphs.

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  • Published in

    cover image ACM Conferences
    LICS '18: Proceedings of the 33rd Annual ACM/IEEE Symposium on Logic in Computer Science
    July 2018
    960 pages
    ISBN:9781450355834
    DOI:10.1145/3209108

    Copyright © 2018 ACM

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    Publication History

    • Published: 9 July 2018

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