An improved Differential Evolution algorithm (IDE) is proposed in this paper. It is aimed at enhancing its efficiency in estimating the relevant kinetic parameters for metabolic pathway data to simulate aspartate biosynthesis pathway for plant model Arabidopsis. Metabolic pathway data are anticipated to be of vital help in the development of effectual tools in parameter estimation and kinetic modeling platforms. However, a number of computation algorithms face difficulty, produces low a...