I'm working through Nonlinear Dynamics and Chaos (Strogatz). In looking for fixed points the book prescribes $\dot{x}=f(x)=0$. So for $\dot{x}=x^{2}-1$, fixed points are $x^{*}=\pm1$.
In the Existence and Uniqueness section (2.5). It asks:
Discuss the existence and uniqueness of solutions to the initial value problem $\dot{x}=x^{2}+1$,$x(0)=x_{0}.$" Do solutions exist for all time?
I have two questions about the answer to the exercise (2.5.2).
- It says "Consider the case $x(0)=0$". How does it know that $x(0)=0$ since $f(x)=x^{2}+1$, but $x(t)$ is not defined?
- It goes on to say "Initial condition $x(0)=0$ implies $C=0$. Hence $x(t)=Tan(t)$ is the solution." Looking at the plot of $x^{2}+1$, at no point does $\dot{x}=0$. Look at the phase portrait, it seems that there are no fixed points. Is a "solution to the initial value problem" the same thing as fixed points?
EDIT: I think I understand it now. Solution to initial value problem solves the trajectory not for fixed points of a system (unless the initial value is at a fixed point). Like so (please correct me if I'm wrong though):



The existence and uniqueness theorem stated a page earlier in the book tells you that the initial value problem has a unique solution close to $t=0.$
When the book says "Consider," it is providing an example, being $x_0=0.$
Also note that the solution (in the case of $x_0=0$) is $x(t)=\tan(t)$ and not $x(t)=\tan(x)$.