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Competitive Lotka–Volterra equations
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===Line systems and eigenvalues=== [[Image:Competitive LV Spatial Eigenvalues.jpg|thumb|right|350px|The eigenvalues of a circle, short line, and long line plotted in the complex plane]] It is also possible to arrange the species into a line.<ref name=Wildenberg/> The interaction matrix for this system is very similar to that of a circle except the interaction terms in the lower left and upper right of the matrix are deleted (those that describe the interactions between species 1 and ''N'', etc.). <math display="block">\alpha_{ij} = \begin{bmatrix}1 & \alpha_1 & 0 & 0 & 0 \\ \alpha_{-1} & 1 & \alpha_1 & 0 & 0 \\ 0 & \alpha_{-1} & 1 & \alpha_1 & 0 \\ 0 & 0 & \alpha_{-1} & 1 & \alpha_1 \\ 0 & 0 & 0 & \alpha_{-1} & 1 \end{bmatrix}</math> This change eliminates the Lyapunov function described above for the system on a circle, but most likely there are other Lyapunov functions that have not been discovered. The eigenvalues of the circle system plotted in the [[complex plane]] form a [[trefoil]] shape. The eigenvalues from a short line form a sideways Y, but those of a long line begin to resemble the trefoil shape of the circle. This could be due to the fact that a long line is indistinguishable from a circle to those species far from the ends.<ref name="Wildenberg" />
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