equilibrium and phase line
For an autonomous equation, there is a beautiful shortcut that captures the long-term fate of every solution in a single one-dimensional diagram — the phase line. The key actors are the equilibria: states where nothing changes. If you place the system exactly at an equilibrium, it sits there forever, because its rate of change is zero. Everything else either drifts toward an equilibrium or away from it, and the phase line shows which.
An equilibrium (or fixed point, or critical point) of dy/dx = f(y) is a value y* where f(y*) = 0. At such a value the constant function y = y* solves the equation exactly — a solution that never moves. The phase line is the y-axis itself, marked with these equilibria and, in each interval between them, an arrow: pointing up where f(y) is positive (y increasing) and down where f(y) is negative (y decreasing). To build it you need only the sign of f, not its solution. Reading the arrows tells you, for any starting value, where the solution heads as x grows — you have captured the whole qualitative dynamics on a single line.
This compression is the payoff of autonomy: because the rule does not depend on x, the entire two-dimensional flow collapses to one dimension without losing the long-term story. The phase line is the natural home of stability analysis (arrows converging on an equilibrium mean it is stable; diverging means unstable) and is the one-dimensional ancestor of the phase-plane portraits used for systems of equations. For models like the logistic equation it instantly reveals the carrying capacity as the stable equilibrium that populations settle toward.
dy/dt = y*(1 - y) has equilibria at y = 0 and y = 1. Between them (0 < y < 1) the right side is positive, so the arrow points up; above y = 1 it is negative, so the arrow points down. The phase line shows everything flowing toward y = 1.
Equilibria are the roots of f(y); arrows between them encode the long-term flow.
The phase-line shortcut is for autonomous equations only. If the equation is dy/dx = f(x, y) with an explicit x, the flow genuinely lives in two dimensions and cannot be collapsed to a single line — the arrows would have to change as x changes.