Computational Complexity of Smooth Differential Equations
Computational Complexity
2015-07-01 v2 Numerical Analysis
Numerical Analysis
Abstract
The computational complexity of the solutions to the ordinary differential equation , under various assumptions on the function has been investigated. Kawamura showed in 2010 that the solution can be PSPACE-hard even if is assumed to be Lipschitz continuous and polynomial-time computable. We place further requirements on the smoothness of and obtain the following results: the solution can still be PSPACE-hard if is assumed to be of class ; for each , the solution can be hard for the counting hierarchy even if is of class .
Cite
@article{arxiv.1311.5414,
title = {Computational Complexity of Smooth Differential Equations},
author = {Akitoshi Kawamura and Hiroyuki Ota and Carsten Rösnick and Martin Ziegler},
journal= {arXiv preprint arXiv:1311.5414},
year = {2015}
}
Comments
15 pages, 3 figures