We propose a modified standard embedding for solving the linear complementarity problem (LCP). This embedding is a special one-parametric optimization problem $P(t), t\in [0,1]$. Under the conditions (A3) (the Mangasarian-Fromovitz Constraint Qualification is satisfied for the feasible set $M(t)$ depending on the parameter $t$), (A4) ($P(t)$ is Jongen-Jonker- Twilt regular) and two technical assumptions (A1) and (A2) there exists a path in the set of stationary points connecting the chosen starting point for $P(0)$ with a certain point for $P(1)$, and this point is a solution of the (LCP). This path may include types of singularities, namely points of Type 2 and Type 3 in the class of Jongen-Jonker-Twilt for $t\in [0,1)$. We can follow this...