Prime counting approximations: π(x), Li(x), and R(x)

The prime-counting function (\pi(x)) counts primes up to (x). Two standard smooth approximations are:

  • the logarithmic integral (\mathrm{Li}(x)), and

  • Riemann’s R function (R(x)) (a Möbius-weighted combination of (\mathrm{Li}(x^{1/n}))).

These approximations are central for numerical experiments around the Prime Number Theorem, error terms, and the visual “shape” of prime races.

Key ideas

  • PNT baseline: (\pi(x)\sim \frac{x}{\log x}), and (\mathrm{Li}(x)) is often an excellent smooth baseline.

  • R(x) as a refinement: R(x) folds in prime-power information and is closely connected to explicit-formula viewpoints.

  • Error terms: plotting (\pi(x)-\mathrm{Li}(x)) or (\psi(x)-x) reveals oscillations and sign changes.

References

See References.

[Titchmarsh, 1986, Wikipedia contributors, 2025]