Lebesgue Induction and Tonelli's Theorem in Coq

02/10/2022
by   Sylvie Boldo, et al.
0

Lebesgue integration is a well-known mathematical tool, used for instance in probability theory, real analysis, and numerical mathematics. Thus its formalization in a proof assistant is to be designed to fit different goals and projects. Once Lebesgue integral is formally defined and the first lemmas are proved, the question of the convenience of the formalization naturally arises. To check it, a useful extension is the Tonelli theorem, stating that the (double) integral of a nonnegative measurable function of two variables can be computed by iterated integrals, and allowing to switch the order of integration. Therefore, we need to define and prove results on product spaces, hoping that they can easily derive from the existing ones on a single space. This article describes the formal definition and proof in Coq of product σ-algebras, product measures and their uniqueness, the construction of iterated integrals, up to the Tonelli theorem. We also advertise the Lebesgue induction principle provided by an inductive type for measurable functions.

READ FULL TEXT
research
04/12/2021

A Coq Formalization of Lebesgue Integration of Nonnegative Functions

Integration, just as much as differentiation, is a fundamental calculus ...
research
02/04/2021

Formalized Haar Measure

We describe the formalization of the existence and uniqueness of Haar me...
research
01/10/2022

A Coq Formalization of the Bochner integral

The Bochner integral is a generalization of the Lebesgue integral, for f...
research
12/16/2020

A Novice-Friendly Induction Tactic for Lean

In theorem provers based on dependent type theory such as Coq and Lean, ...
research
02/01/2022

On a formula for moments of the multivariate normal distribution generalizing Stein's lemma and Isserlis theorem

We prove a formula for the evaluation of averages containing a scalar fu...
research
09/13/2023

Towards solid abelian groups: A formal proof of Nöbeling's theorem

Condensed mathematics, developed by Clausen and Scholze over the last fe...
research
01/17/2020

Minimal bad sequences are necessary for a uniform Kruskal theorem

The minimal bad sequence argument due to Nash-Williams is a powerful too...

Please sign up or login with your details

Forgot password? Click here to reset