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In this paper, we show that the solution map of the two-component Novikov system is not uniformly continuous on the initial data in Besov spaces $B_{p, r}^{s-1}()\times B_{p, r}^s()s>\max{1+\frac{1}{p}, \frac{3}{2}}1\leq p< \infty1\leq r<\infty$. Our result covers and extends the previous non-uniform continuity in Sobolev spaces for (J. Math. Phys., 2017) to Besov spaces.

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