The anomalous magnetic moment of the muon is one of the most precisely measured quantities in physics. Its experimental value exhibits a $4.2 , \sigma\delta a_\mu=(251 \pm 59) \times 10^{-11}$ with its theoretical value calculated in the standard model framework, while they agree for the electron. The muon theoretical calculation involves a mass-dependent contribution which comes from two-loop vacuum polarization insertions due to electron-positron pairs and depends on the electron to muon mass ratio . In standard quantum mechanics, mass ratios and inverse Compton length ratios are identical. This is no longer the case in the special scale-relativity framework, in which the Planck length-scale is invariant under dilations. Using the renormalization group approach, we differentiate between the origin of logarithmic contributions which depend on mass, and linear contributions which we assume to actually depend on inverse Compton lengths. By defining the muon constant in terms of the Planck mass , the resulting scale-relativistic correction writes $\delta a_\mu= -\alpha^2 , (x :\ln^3 x)/(8 ; _\mu^2)\alpha$ is the fine structure constant. Its numerical value, , is in excellent agreement with the observed theory-experiment difference.

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