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16 CHAPTER 1. INTRODUCTION<br />

From here we conclude that<br />

Figure 1.9: Trajectories for the system of Example 1.11<br />

In the polar coordinate system p either increases exponentially, decreases exponentially,<br />

or stays constant depending whether the real part a of the eigenvalues A1,2 is positive,<br />

negative, or zero.<br />

The phase angle increases linearly with a "velocity" that depends on the imaginary<br />

part /3 of the eigenvalues \1,2-<br />

In the yl - y2 coordinate system (1.22)-(1.23) represent an exponential spiral. If<br />

a > 0, the trajectories diverge from the origin as t increases. If a < 0 on the other<br />

hand, the trajectories converge toward the origin. The equilibrium [0, 0] in this case<br />

is said to be a stable focus (if a < 0) or unstable focus (if a > 0).<br />

If a = 0 the trajectories are closed ellipses. In this case the equilibrium [0, 0] is said<br />

to be a center.<br />

Example 1.11 Consider the following system:<br />

0 -0 1<br />

1 [ X2<br />

(1.24)<br />

The eigenvalues of the A matrix are A1,2 = 0 f 3f . Figure 1.9 shows that the trajectories<br />

in this case are closed ellipses. This means that the dynamical system (1.24) is oscillatory.<br />

The amplitude of the oscillations is determined by the initial conditions.<br />

Example 1.12 Consider the following system:

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