Robust parameter identification using parallel global optimization for a batch nonlinear enzyme-catalytic time-delayed process presenting metabolic discontinuities

•We quantitatively define biological robustness by penalizing the relative deviation.•The optimization problem is approximated through the application of some techniques.•A parallel algorithm is proposed to solve the proposed optimization problem.