Equilibrium Solutions
For Autonomous equations , we can predict the entire qualitative behavior without solving a single integral.
Introduction
An Autonomous DE has no explicit time dependence: .
The constant solutions occur where . These are called Equilibrium Solutions or Critical Points.
Classification of Stability
Stable (Sink)
Solutions approach from both sides.
.
Unstable (Source)
Solutions move away from on both sides.
.
Semi-Stable (Node)
One side approaches, one side leaves.
?
Visual: Phase Line Portrait
Interactive: Logistic Growth Phase Line
Worked Examples
Example 1: Finding Equilibria
Find and classify equilibria for .
1. Find roots:
.
Equilibria: .
2. Check Signs:
- : (+)(+) > 0 (Increasing).
- : (-)(+) < 0 (Decreasing).
- : (-)(-) > 0 (Increasing).
3. Classify:
: Source (Unstable) because arrows go away.
: Sink (Stable) because arrows go towards.
Example 2: Semi-Stable
Classify equilibria for .
1. Roots:
and .
2. Signs:
- : (+)(+) > 0.
- : (+)(+) > 0.
- : (+)(-) < 0.
3. Classify:
: Up then Up. Semi-Stable.
: Down then Up. Unstable (Source). Wait: Below -1 it decreases (away). Above -1 it increases (away). Yes, Unstable.
Example 3: Parameter Dependence
Analyze equilibria for as changes.
1. Find Roots:
.
2. Cases:
- : No real roots. No equilibria. is always positive.
- : . One root at (Semi-Stable).
- : Two roots and .
3. Bifurcation:
As crosses 0, two equilibria appear "out of nowhere". This is called a Bifurcation.
Practice Quiz
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