Search arXivSearch

arXiv · 2302.10137

A modest proposal: explicit support for foundational pluralism

Abstract

Whilst mathematicians assume classical reasoning principles by default they often context switch when working, restricting themselves to various forms of subclassical reasoning. This pattern is especially common amongst logicians and set theorists, but workaday mathematicians also commonly do this too, witnessed by narrative notes accompanying a proof -- "the following proof is constructive", or "the following proof does not use choice", for example. Yet, current proof assistants provide poor support for capturing these narrative notes formally, an observation that is especially true of systems based on Gordon's HOL, a classical higher-order logic. Consequently, HOL and its many implementations seem ironically more committed to classical reasoning than mainstream mathematicians are themselves, limiting the mathematical content that one may easily formalise. To facilitate these context switches, we propose that mathematicians mentally employ a simple tainting system when temporarily working subclassically -- an idea not currently explored in proof assistants. We introduce a series of modest but far-reaching changes to HOL, extending the standard two-place Natural Deduction relation to incorporate a taint-label, taken from a particular lattice, and which describes or limits the "amount" of classical reasoning used within a proof. Taint can be seen either as a simple typing system on HOL proofs, or as a form of static analysis on proof trees, and partitions our logic into various fragments of differing expressivity, sitting side-by-side. Results may pass from a "less classical" fragment into a "more classical" fragment of the logic without modification, but not vice versa, with the flow of results between worlds controlled by an inference rule akin to a subtyping or subsumption rule.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Martin Berger, Dominic P. Mulligan. 2023-02-20. A modest proposal: explicit support for foundational pluralism. https://arxiv.org/abs/2302.10137

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related papers

Deciding Predicate Logical Theories of Real-Valued Functions

The notion of a real-valued function is central to mathematics, computer science, and many other scientific fields. Despite this importance, there are hardly any positive results on decision procedures for predicate logical theories that reason about real-valued functions. This paper defines a first-order predicate language for reasoning about multi-dimensional smooth real-valued functions and their derivatives, and demonstrates that - despite the obvious undecidability barriers - certain positive decidability results for such a language are indeed possible.

cs.LO

Structural Liveness of Conservative Petri Nets

We show that the EXPSPACE-hardness result for structural liveness of Petri nets [Jancar and Purser, 2019] holds even for a simple subclass of conservative nets. As our main result, we prove that for structurally live conservative nets, the values of the minimal live markings are at most doubly exponential in the size of the net. This implies the EXPSPACE-completeness of structural liveness for conservative Petri nets. The result also applies to structurally bounded Petri nets, whereas the complexity of the general case remains open. As a proof ingredient of independent interest, we present an extension of known results on the bounds of minimal integer solutions to Boolean combinations of linear equalities, inequalities, and divisibility constraints.

cs.LO

Verifying Numerical Methods with Isabelle/HOL

Modern machine learning pipelines and ODE solvers are built on numerical algorithms. Reliable numerical methods are thus a prerequisite for trustworthy machine learning and cyber-physical systems. We evaluate a framework designed for verifying imperative programs and the Isabelle proof assistant as tools for proving the total correctness of four numerical algorithms: the bisection method, the fixed-point method, the perceptron, and the gradient descent algorithm. Our verifications required subtle extensions and generalisations to Isabelle's version of Taylor's theorem and higher-order derivatives. Finally, we reflect on the framework's automation, friendly syntax, and on further requirements to turn it into a verification tool for numerical methods.

cs.LO