Problem 2
Medium Equilibrium Points

Starting from the definition of stability, examine the…

Starting from the definition of stability, examine the stability of the solution of the differential equation $$\frac{dy}{dt}=a^2 y,\quad a\neq0,\quad y(t_0)=y_0.$$

Explanation of Method

The stability of the solution is examined directly from the ε–δ (Lyapunov) definition, without relying on any general theorem. The explicit solution is derived first; the initial condition is then perturbed by a small quantity, and the resulting difference between the perturbed and original solutions is estimated for all admissible values of the independent variable, and again in the limit as it tends to +∞.

Step 1 · Explicit solution

The equation is a first-order linear homogeneous ODE with constant coefficient $a^2>0$. Separating variables: $$\frac{dy}{y}=a^2\,dt \implies \ln|y|=a^2 t+C \implies y(t)=y_0\,e^{a^2(t-t_0)}.$$ Thus, for the initial condition $y(t_0)=y_0$, the solution is $$\varphi(t;\,t_0,y_0)=y_0\,e^{a^2(t-t_0)}.$$

Step 2 · Definitions of stability

Let $\varphi(t)=\varphi(t;t_0,y_0)$ be a given solution. The solution is called:

Step 3 · Perturbation of the initial condition

Let $\tilde{y}_0=y_0+\eta$ be a perturbed initial condition ($\eta\neq0$ a small real number). The corresponding perturbed solution is: $$\varphi(t;t_0,\tilde{y}_0)=(y_0+\eta)\,e^{a^2(t-t_0)}.$$ The difference between the perturbed and the original solution is: $$\Delta(t)=\varphi(t;t_0,\tilde{y}_0)-\varphi(t;t_0,y_0) =\eta\,e^{a^2(t-t_0)}.$$

Step 4 · Growth of the difference

Since $a\neq0$ we have $a^2>0$, so the exponent $a^2(t-t_0)\geq0$ for all $t\geq t_0$. Therefore: $$|\Delta(t)|=|\eta|\,e^{a^2(t-t_0)}\geq|\eta| \quad\text{for all }t\geq t_0,$$ and in fact $$|\Delta(t)|=|\eta|\,e^{a^2(t-t_0)}\to+\infty\quad\text{as }t\to+\infty.$$

Step 5 · Failure of the stability condition

Fix any $y_0$ and any $\varepsilon>0$. We must show that no $\delta>0$ can satisfy the Lyapunov stability requirement. Choose any $\eta$ with $0<|\eta|<\delta$. The condition requires $|\Delta(t)|<\varepsilon$ for all $t\geq t_0$. However: $$|\Delta(t)|=|\eta|\,e^{a^2(t-t_0)}.$$ Since $a^2>0$, there exists $T>t_0$ such that $$e^{a^2(T-t_0)}>\frac{\varepsilon}{|\eta|},$$ namely $$T=t_0+\frac{1}{a^2}\ln\frac{\varepsilon}{|\eta|}+1,$$ at which point $|\Delta(T)|=|\eta|\,e^{a^2(T-t_0)}>\varepsilon$. Hence, no matter how small $|\eta|>0$ is chosen (i.e.\ no matter how small $\delta$ is), the difference $|\Delta(t)|$ will eventually exceed $\varepsilon$. The Lyapunov stability condition fails.

Step 6 · Conclusion: the solution is unstable

$$\boxed{ \text{The solution }y(t)=y_0\,e^{a^2(t-t_0)} \text{ is \textbf{unstable} for all }a\neq0. }$$

Step 7 · Geometric interpretation

Since $a^2>0$, every solution $y(t)=y_0\,e^{a^2(t-t_0)}$ grows exponentially as $t\to+\infty$. Any two solutions with different initial values $y_0$ and $\tilde{y}_0=y_0+\eta$ diverge from each other at an exponential rate: $$|\Delta(t)|=|\eta|\,e^{a^2(t-t_0)}\to+\infty.$$ Trajectories starting arbitrarily close together are eventually driven arbitrarily far apart. This is the hallmark of instability.

Step 8 · Comparison with Problem 86

Problem 86: $y'=-a^2 y$Problem 87: $y'=+a^2 y$
Exponent$-a^2(t-t_0)\leq0$$+a^2(t-t_0)\geq0$
$|\Delta(t)|$$|\eta|\,e^{-a^2(t-t_0)}\leq|\eta|$$|\eta|\,e^{+a^2(t-t_0)}\to+\infty$
StabilityAsymptotically stableUnstable

The sign of the coefficient in the exponent is the decisive factor: a negative coefficient produces decay and stability, while a positive coefficient produces unbounded growth and instability.


Summary Table

Problem 86: $y'=-a^2 y$Problem 87: $y'=+a^2 y$
Exponent$-a^2(t-t_0)\leq0$$+a^2(t-t_0)\geq0$
$|\Delta(t)|$$|\eta|\,e^{-a^2(t-t_0)}\leq|\eta|$$|\eta|\,e^{+a^2(t-t_0)}\to+\infty$
StabilityAsymptotically stableUnstable

Additional Notes

Result

The final classification is:

$$\boxed{ \text{The solution }y(t)=y_0\,e^{a^2(t-t_0)} \text{ is \textbf{unstable} for all }a\neq0. }$$