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In this paper, we use dynamical systems to analyze stability of desynchronization algorithms at equilibrium. We start by illustrating the equilibrium of a dynamic systems and formalizing force components and time phases. Then, we use Linear Approximation to obtain Jaconian (J) matrixes which are used to find the eigenvalues. Next, we employ the Hirst and Macey theorem and Gershgorins theorem to find the bounds of those eigenvalues. Finally, if the number of nodes (n) is within such bounds, thearXiv:1704.07010v1 fatcat:zuhp4ohp4jeg5dfog2apabxx34