English

The Hairy Ball Problem is PPAD-Complete

Computational Complexity 2022-09-12 v3 Computer Science and Game Theory

Abstract

The Hairy Ball Theorem states that every continuous tangent vector field on an even-dimensional sphere must have a zero. We prove that the associated computational problem of (a) computing an approximate zero is PPAD-complete, and (b) computing an exact zero is FIXP-hard. We also consider the Hairy Ball Theorem on toroidal instead of spherical domains and show that the approximate problem remains PPAD-complete. On a conceptual level, our PPAD-membership results are particularly interesting, because they heavily rely on the investigation of multiple-source variants of END-OF-LINE, the canonical PPAD-complete problem. Our results on these new END-OF-LINE variants are of independent interest and provide new tools for showing membership in PPAD. In particular, we use them to provide the first full proof of PPAD-completeness for the IMBALANCE problem defined by Beame et al. in 1998.

Cite

@article{arxiv.1902.07657,
  title  = {The Hairy Ball Problem is PPAD-Complete},
  author = {Paul W. Goldberg and Alexandros Hollender},
  journal= {arXiv preprint arXiv:1902.07657},
  year   = {2022}
}

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Journal version

R2 v1 2026-06-23T07:46:14.017Z