Consider the quadratic $4 \epsilon x + x^2 -1=0 $ and suppose we want to approximate the solution to the equation using
$$x=x_0+x_1 \epsilon + x_2 \epsilon^2 $$
Why does substituting the line directly above into the quadratic yield $x_0^2 -1=0$?
I know that after substituting into the quadratic the term independent of epsilon is $x_0^2 -1$ but why must it be zero? thanks
The substitution gives
$$4\epsilon(x_0+x_1 \epsilon + x_2 \epsilon^2)+(x_0+x_1 \epsilon + x_2 \epsilon^2)^2-1=0$$
or, by increasing powers of $\epsilon$
$$x_0^2-1+(4x_0+2x_0x_1)\epsilon+(4x_1+x_1^2+2x_0x_2)\epsilon^2+(4x_2+2x_1x_2)\epsilon^3+x_2^2\epsilon^4=0.$$
To obtain a good approximation, you will cancel the terms of the lowest degree, as they give the largest contribution to the sum. As there are three parameters, you can cancel three coefficients.
$$\begin{cases}x_0^2-1=0,\\4x_0+2x_0x_1=0,\\4x_1+x_1^2+2x_0x_2=0.\end{cases}$$