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Let $G$ be a finite group, and let $f_1,f_2$ be two real-valued class functions of $G$. Assume that multiplying elements of $G$ takes $O(1)$-time.

Let $s:G\to \mathbb{R}$ be defined by $$s(g):=\sum_{x\in G} f_1(x)f_2(g\cdot x).$$

When $G$ is abelian, the maximum of $s$ can be found efficiently using FFT and other similar methods.

For most abelian groups, the complexity of finding the maximum of $s$ and the element of $G$ at which the maximum is attained is $$O(|G| \ln |G|).$$

Question 1: Is it true in general that one can beat the naive algorithm of $O(|G|^2)$? What is the most efficient algorithm for a given $G$?

Question 2: Is it necessary to require that $f_1,f_2$ are class functions? For abelian $G$'s, this condition degenerates. For non-abelian $G$'s, if one wants to apply representation theory, this looks like a necessary condition. But maybe there are other lines of attack.

More concretely, are there examples of $G$'s for which one can solve the non-restricted problem in asymptotically less than $O(|G|^2)$ operations?

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    $\begingroup$ This paper might interest you: arxiv.org/pdf/1512.02445.pdf $\endgroup$ Commented Dec 9, 2015 at 11:10
  • $\begingroup$ @DrorSpeiser That indeed looks closely related to my problem, thank you. $\endgroup$ Commented Dec 14, 2015 at 9:22

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