Modeling & Qualitative First-Order Analysis

the phase line

Sometimes you do not need to solve an equation to know what its solutions do — you just need to know which way they move. For an autonomous first-order equation, the phase line is a single number line that shows, at a glance, where solutions rise, where they fall, and which steady states they end up at. It is the simplest tool in qualitative theory and astonishingly powerful.

It works for an autonomous equation dy/dt = f(y), where the right side depends only on y, not on t. Draw the y-axis as a vertical line. First mark the equilibria — the values of y where f(y) = 0, where the solution stands still. These points cut the line into intervals. On each interval check the sign of f(y): where f(y) > 0 the solution increases, so draw an upward arrow; where f(y) < 0 it decreases, so draw a downward arrow. That is the whole construction — equilibria plus arrows. Now you can read off the long-term fate of any starting value just by following the arrows toward or away from the equilibria, without ever finding a formula.

The phase line tells you the stability of each equilibrium for free: if both neighbouring arrows point toward it, solutions converge on it and it is stable (a sink); if both point away, it is unstable (a source); if one points in and one out, it is semistable. This is the engine behind understanding terminal velocity, carrying capacity, and bifurcations. It only works because the equation is autonomous — that is exactly what lets the behaviour depend on y alone, so a single line captures everything.

For dy/dt = y(1 − y), the equilibria are y = 0 and y = 1. For 0 < y < 1, f(y) > 0 (arrow up); for y > 1, f(y) < 0 (arrow down); for y < 0, f(y) < 0 (arrow down). So y = 1 is a sink, y = 0 is a source — without solving a thing.

Mark zeros of f, sign the gaps, draw arrows — long-term behaviour without a formula.

The phase line works only for autonomous equations, dy/dt = f(y). If f also depends explicitly on t, the arrows would change over time and a single static line can no longer capture the dynamics.

Also called
phase diagram (1D)one-dimensional phase portrait一維相圖相位線