This paper investigates the Neimark-Sacker bifurcation points derivation method using the nested-layer particle swarm optimization (NLPSO) in nonlinear dynamical systems. In nonlinear dynamical systems, Neimark-Sacker bifurcation occurs when a complex conjugate characteristic multiplier crosses the unit circle by changing the parameters. NLPSO is not only under no careful initial values and comple