paper

The Ultimate Signs of Second-Order Holonomic Sequences

arXiv:2506.14751 · doi:10.4230/LIPIcs.ICALP.2025.159

Abstract

A real-valued sequence is said to be second-order holonomic if it satisfies a linear recurrence for all sufficiently large , where are rational functions. We study the ultimate sign of such a sequence, i.e., the repeated pattern that the signs of follow for sufficiently large . For each , we determine all the ultimate signs that can have, and show how they partition the space of initial values of . This completes the prior work by Neumann, Ouaknine and Worrell, who have settled some restricted cases. As a corollary, it follows that when , have rational coefficients, either has an ultimate sign of length , , , , , or , or never falls into a repeated sign pattern. We also give a partial algorithm that finds the ultimate sign of (or tells that there is none) in almost all cases.

arXiv comment28 pages, 2 figures. This is a full version of the same-name paper accepted to ICALP 2025 (see related DOI). Japanese version is available at my website: https://sites.google.com/view/hagihara-fugen/%E6%97%A5%E6%9C%AC%E8%AA%9E