Polynomial potential minimization on the unit circle

TL;DR

This paper investigates minimizing polynomial potentials on the unit circle, particularly those arising from p-frame potential expansions, by reformulating the problem using Chebyshev polynomials and cosine integrals.

Contribution

It introduces a novel approach to minimize polynomial potentials on the circle through reformulation with Chebyshev polynomials and cosine integrals, applicable to p-frame potential truncations.

Findings

Reformulation of the minimization problem using Chebyshev polynomial expansion.

Equivalent integral form involving cosine functions for easier analysis.

Potential application to optimize p-frame potentials in signal processing.

Abstract

In the following, we study the minimization of polynomial potentials $ f(t) $ on the unit circle, where the potentials take the form \[ f(t) = \sum_{i=1}^n b_i x^{2i}, \quad b_i \in \mathbb{R}. \] This form arises in the context of truncations of expansions of $ p $-frame potentials. One approach to minimize these potentials involves rewriting the integral as a sum of integrals obtained by expanding the potential $ f(t) = \sum_{i=1}^n c_i T_i(t) $ in terms of Chebyshev polynomials. By replacing the inner product $ \langle x, y \rangle $ with $ \cos(\theta_{x, y}) $, we can reformulate the original problem as: \[ \min_{\mu \in P(T)} \int_T \int_T f(\langle x, y \rangle) d\mu(x) d\mu(y) \] as an equivalent form: \[ \min_{\nu \in P([-\pi, \pi])} \sum_{i=1}^n c_i \int_{-\pi}^\pi \int_{-\pi}^\pi \cos(n(x - y)) d\nu(x) d\nu(y) \].