Dynamic analysis and optimal control of knowledge diffusion model in regional innovation ecosystem under digitalization.

Figure 3 verifies the stability of the model, indicating that over time, the number of knowledge holders shows an increasing trend in the early stages of the digital regional innovation ecosystem, with a significant increase until it tends towards 1, at this point, the digital regional innovation ecosystem has reached a stable state.In the growth stage of regional innovation ecosystem under digitization, the number of potential knowledge diffusion subjects gradually decreases until it tends to 0.

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