This study presents a novel mathematical model grounded in the generalized derivative nonlinear Schrödinger equation, enhanced by including perturbation terms such as white noise. Our primary objective is to investigate optical solitons within this model’s framework, employing two powerful mathematical techniques: the auxiliary equation method and the generalized Riccati equation mapping method. Through these methods, we uncover diverse solutions, including solitarywave solutions, singular soliton solutions,