English

Optimized bounds for the product and the ratios of modified Bessel functions

Classical Analysis and ODEs 2026-08-04 v1

Abstract

New sharp bounds for the product and the ratios of modified Bessel functions are presented. Most bounds for the product are derived as direct consequences of previously established bounds for the ratios of consecutive orders, except for the lower bound Iν(x)Kν(x)>12(x2+ν2+1/5)1/2I_\nu(x)K_\nu(x) > \frac{1}{2}(x^2 + \nu^2 + 1/5)^{-1/2}, which had been conjectured for x>0x > 0 and ν>1\nu > -1, and is here proved for large ν\nu using Debye-type asymptotics. Moreover, very sharp bounds are obtained for the ratios (and consequently for the product) by asymptotically optimizing certain uniparametric inequalities. These optimized bounds are remarkably accurate: they remain extremely sharp for both small and large xx with fixed ν\nu, and for large ν\nu with fixed xx or fixed z=x/νz = x/\nu. As a consequence, they provide precise upper and lower estimates across a wide range of parameters.

Keywords

Cite

@article{arxiv.2608.03633,
  title  = {Optimized bounds for the product and the ratios of modified Bessel functions},
  author = {Javier Segura},
  journal= {arXiv preprint arXiv:2608.03633},
  year   = {2026}
}