8 · The Geometry of Linear Flows
Chapter 8

The Geometry of Linear Flows

Figure 8.1 In the live figure, drag the gold state onto either invariant line. Its trajectory remains on that line and decays at the corresponding exponential rate. Away from the lines, trajectories curve toward the origin and eventually become tangent to the slower direction. The moving point makes that slow final approach visible.
Figure 8.2 The two panels show the same flow in different coordinates. In standard coordinates the invariant grid is slanted; in eigenvector coordinates it is square, and each coordinate decays independently at its own rate. In the live figure, drag the gold state in either panel and follow its synchronized copy in the other.
Figure 8.3 For 𝑥″ +𝑏𝑥′ +2𝑥 =0, the state matrix has trace −𝑏 and determinant 2. In the live figure, drag the gold point along this horizontal path in the trace--determinant plane. As 𝑏 increases, the phase portrait changes from a center to a spiral sink, reaches a critically damped improper node on the parabola, and then becomes an overdamped node. The spiral sinks lie above the parabola.
Figure 8.4 In the live figure, choose a point in the trace--determinant plane and compare it with the phase portrait beside it. Saddles lie below the horizontal axis, nodes between that axis and the parabola, and spirals above the parabola. Centers occur where the trace is zero and the determinant is positive. The live controls snap to the axes and the parabola so that the boundary cases can be examined directly.
Figure 8.5 In the live figure, switch among the three flows and follow the same small region of initial states. A center carries it around without shrinking, a spiral sink draws it toward the origin, and the trace-zero saddle stretches it into a thin filament without changing its area. The area readout tracks det𝑒𝑡𝐴 =𝑒𝑡tr𝐴 throughout the motion.