We propose a thresholding algorithm to Willmore-type flows in $\mathbb{R}^N$. This algorithm is constructed based on the asymptotic expansion of the solution to the initial value problem for a fourth order linear parabolic partial differential equation whose initial data is the indicator function on the compact set $\Omega_0$. The main results of this paper demonstrate that the boundary $\partial\Omega(t)$ of the new set $\Omega(t)$, generated by our algorithm, is included in $O(t)$-neighborhood of $\partial\Omega_0$ for small $t>0$ and that the normal velocity from $ \partial\Omega_0 $ to $ \partial\Omega(t) $ is nearly equal to the $L^2$-gradient of Willmore-type energy for small $ t>0 $. Finally, numerical examples of planar curves governed by the Willmore flow are provided by using our thresholding algorithm.

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