English

Critical phase transitions in minimum-energy configurations for the exponential kernel family $e^{-|x-y|^q}$ on the unit interval

Numerical Analysis 2026-04-21 v2 Numerical Analysis Optimization and Control Pattern Formation and Solitons

Abstract

We study the optimal placement of kk ordered points on the unit interval for the bounded pair potential Kq(d)=edq,q>0. K_q(d)=e^{-d^q}, \qquad q>0. The family interpolates between strongly cusp-like kernels for 0<q<10<q<1, the threshold kernel ede^{-d}, and the flatter Gaussian-type regime q>1q>1. Our emphasis is on the transition from collision-free minimizers to endpoint-collapsed minimizers. We reformulate the problem in gap variables, record convexity, symmetry, and the Karush-Kuhn-Tucker conditions, and give a short proof that collisions are impossible for 0<q<10<q<1. At the threshold q=1q=1 we recover the endpoint-clustering law for ede^{-d}, while for q>1q>1 we identify critical exponents qkq_k beyond which interior points are no longer optimal. For odd kk we derive the exact universal value q2m+1=log(1/(log((1+e1)/2)))log21.396363475, q_{2m+1} = \frac{\log(1/(-\log((1+e^{-1})/2)))}{\log 2} \approx 1.396363475, and for even k=4,6,,20k=4,6,\dots,20 we compute the numerical transition values q41.062682507,q61.155601329,q81.206132611,q101.238523533,q121.261308114,q141.278305167,q161.291510874,q181.302082885,q201.310744185. \begin{aligned} &q_4\approx 1.062682507,\quad q_6\approx 1.155601329,\quad q_8\approx 1.206132611,\quad q_{10}\approx 1.238523533,\\ &q_{12}\approx 1.261308114,\quad q_{14}\approx 1.278305167,\quad q_{16}\approx 1.291510874,\quad q_{18}\approx 1.302082885,\\ &q_{20}\approx 1.310744185. \end{aligned} We also include comparison tables and diagrams for the kernels ede^{-\sqrt d}, ede^{-d}, and ed2e^{-d^2}, briefly relate the bounded family to the singular Riesz kernel dsd^{-s}, and identify the q0+q\to 0^+ limit with the Fekete/Chebyshev--Lobatto configuration on [0,1][0,1].

Keywords

Cite

@article{arxiv.2603.28179,
  title  = {Critical phase transitions in minimum-energy configurations for the exponential kernel family $e^{-|x-y|^q}$ on the unit interval},
  author = {Michael T. M. Emmerich},
  journal= {arXiv preprint arXiv:2603.28179},
  year   = {2026}
}

Comments

13 pages, 4 figures I have added the github link to the paper with reproducibility package: https://github.com/emmerichmtm/phaseTransitionExpKernelsUnitLine