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This research aims to propose a dynamic analysis for industrial cluster evolution based on the Lotka-Volterra model. Particularly, an empirical competition case between Southern and Central Taiwan Science Park (STSP and CTSP) will be adopted in this study to demonstrate the validity of the dynamic approach. The results reveal that the competitive relationship between STSP and CSTP may be a predator-prey interaction type. The existence of STSP and its investment growth will be a positive assistance for developing the latter CTSP area. Contrarily, the growth of CTSP will probably compete with the resource of STSP and inhibit the sustained growth of STSP. In addition, there do not exist an equilibrium point in the competition relationship of these two clusters recently, which the STSP and CTSP area could coexist with a sustained growth in this current short-term stage. [ABSTRACT FROM AUTHOR]