Polynomial-time Tractable Problems over the $p$-adic Numbers
By: Arno Fehm, Manuel Bodirsky
Potential Business Impact:
Solves math problems faster for computers.
We study the computational complexity of fundamental problems over the $p$-adic numbers ${\mathbb Q}_p$ and the $p$-adic integers ${\mathbb Z}_p$. Gu\'epin, Haase, and Worrell proved that checking satisfiability of systems of linear equations combined with valuation constraints of the form $v_p(x) = c$ for $p \geq 5$ is NP-complete (both over ${\mathbb Z}_p$ and over ${\mathbb Q}_p$), and left the cases $p=2$ and $p=3$ open. We solve their problem by showing that the problem is NP-complete for ${\mathbb Z}_3$ and for ${\mathbb Q}_3$, but that it is in P for ${\mathbb Z}_2$ and for ${\mathbb Q}_2$. We also present different polynomial-time algorithms for solvability of systems of linear equations in ${\mathbb Q}_p$ with either constraints of the form $v_p(x) \leq c$ or of the form $v_p(x)\geq c$ for $c \in {\mathbb Z}$. Finally, we show how our algorithms can be used to decide in polynomial time the satisfiability of systems of (strict and non-strict) linear inequalities over ${\mathbb Q}$ together with valuation constraints $v_p(x) \geq c$ for several different prime numbers $p$ simultaneously.
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