On the computational properties of basic mathematical notions
Dag Normann, Sam Sanders

TL;DR
This paper explores the computational aspects of fundamental mathematical concepts related to real functions and sets, revealing two large classes of computationally equivalent operations grounded in classical theorems.
Contribution
It introduces a higher-order computability framework for basic mathematical notions and develops a lambda-calculus formulation accommodating partial objects.
Findings
Identifies two large classes of computationally equivalent operations
Develops a lambda-calculus formulation for S1-S9 schemes
Shows the importance of partial objects in higher-order computability
Abstract
We investigate the computational properties of basic mathematical notions pertaining to -functions and subsets of , like finiteness, countability, (absolute) continuity, bounded variation, suprema, and regularity. We work in higher-order computability theory based on Kleene's S1-S9 schemes. We show that the aforementioned italicised properties give rise to two huge and robust classes of computationally equivalent operations, the latter based on well-known theorems from the mainstream mathematics literature. As part of this endeavour, we develop an equivalent -calculus formulation of S1-S9 that accommodates partial objects. We show that the latter are essential to our enterprise via the study of countably based and partial functionals of type .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComputability, Logic, AI Algorithms · Benford’s Law and Fraud Detection · Advanced Topology and Set Theory
