Concept

Equilibrium point

Summary
In mathematics, specifically in differential equations, an equilibrium point is a constant solution to a differential equation. Formal definition The point \tilde{\mathbf{x}}\in \mathbb{R}^n is an equilibrium point for the differential equation :\frac{d\mathbf{x}}{dt} = \mathbf{f}(t,\mathbf{x}) if \mathbf{f}(t,\tilde{\mathbf{x}})=\mathbf{0} for all t. Similarly, the point \tilde{\mathbf{x}}\in \mathbb{R}^n is an equilibrium point (or fixed point) for the difference equation :\mathbf{x}_{k+1} = \mathbf{f}(k,\mathbf{x}_k) if \mathbf{f}(k,\tilde{\mathbf{x}})= \tilde{\mathbf{x}} for k=0,1,2,\ldots. Equilibria can be classified by looking at the signs of the eigenvalues of the linearization of the equations about the equilibria. That is to say, by evaluating the Jacobian matrix at each of the equilibrium points of the system, and then finding the
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