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Computational Complexity of Smooth Differential Equations

Computational Complexity 2015-07-01 v2 Numerical Analysis Numerical Analysis

Abstract

The computational complexity of the solutions hh to the ordinary differential equation h(0)=0h(0)=0, h(t)=g(t,h(t))h'(t) = g(t, h(t)) under various assumptions on the function gg has been investigated. Kawamura showed in 2010 that the solution hh can be PSPACE-hard even if gg is assumed to be Lipschitz continuous and polynomial-time computable. We place further requirements on the smoothness of gg and obtain the following results: the solution hh can still be PSPACE-hard if gg is assumed to be of class C1C^1; for each k2k\ge2, the solution hh can be hard for the counting hierarchy even if gg is of class CkC^k.

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

R2 v1 2026-06-22T02:12:07.047Z