I'm trying to understand Lie groups method for solving differential equations and I have some basic questions.
For instance, Let $\Sigma = 0$ be a differential equation of order $n$ and let $X^{(n)}$ be the n-th prolongation of the vector field $X$. Then $e^{\epsilon X}$ is a symmetry if $X^{(n)} \Sigma = 0$ whenever $\Sigma = 0$. These two simultaneous problems gives rise to determining equations which are usually solved by means of a polynomial ansatz.
So here are my questions:
How can one know the degree of the polynomial one should use?
Does one always find more symmetry generators by increasing the degree of the polynomial? Or maybe there is a maximum bound?
All symmetry generators found in this way necessarily close a Lie algebra?
Thanks very much in advance for any insights!