A Universal Ordinary Differential Equation
Not on the map. Why?
Abstract (arXiv)
An astonishing fact was established by Lee A. Rubel (1981): there exists a fixed non-trivial fourth-order polynomial differential algebraic equation (DAE) such that for any positive continuous function varphi on the reals, and for any positive continuous function ε(t), it has a C^∞ solution with | y(t) - varphi(t) | < ε(t) for all t. Lee A. Rubel provided an explicit example of such a polynomial DAE. Other examples of universal DAE have later been proposed by other authors. However, Rubel's DAE never has a unique solution, even with a finite number of conditions of the form y(ki)(ai)=bi. The question whether one can require the solution that approximates varphi to be the unique solution for a given initial data is a well known open problem [Rubel 1981, page 2], [Boshernitzan 1986, Conjecture 6.2]. In this article, we solve it and show that Rubel's statement holds for polynomial ordinary differential equations (ODEs), and since polynomial ODEs have a unique solution given an initial data, this positively answers Rubel's open problem. More precisely, we show that there exists a fixed polynomial ODE such that for any varphi and ε(t) there exists some initial condition that yields a solution that is ε-close to varphi at all times. In particular, the solution to the ODE is necessarily analytic, and we show that the initial condition is computable from the target function and error function.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Feb 2017.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 1; 2024: 2; 2025: 1.
4 papers.
- 2023Structure of universal formulascited by 1
- 2024Modeling chaotic Lorenz ODE System using Scientific Machine Learningcited by 0
- 2024A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equationcited by 0
- 2025Forecasting N-Body Dynamics: A Comparative Study of Neural Ordinary Differential Equations and Universal Differential Equationscited by 0
- 2025Forecasting N-Body Dynamics: A Comparative Study of Neural Ordinary Differential Equations and Universal Differential Equations12 Dec 2025
- 2024A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation19 Oct 2024
- 2024Modeling chaotic Lorenz ODE System using Scientific Machine Learning9 Oct 2024
- 2023Structure of universal formulas7 Nov 2023