An improved PSO based PID is proposed for positioning of nonlinear hydraulic system.
Nonlinearities of hydraulic system are highlighted.
Selection and crossover operators are introduced into standard PSO algorithm.
Co-simulation platform is carried out to estimate the performance of controller.
Effectiveness of the improved PSO algorithm is validated by simulation.