Gazizov and Ibragimov [11] used the Lie method in the context of Black–Scholes–Merton equation. Lo and Hui [13] and Carr et al. [14] constructed a concrete example of a short-rate model on the circle S1. Park et al. [15] tested the proposition that nonlinear and random behavior ...