Not very likely that this is correct, because the problem is know to be NP-complete <a href="https://en.wikipedia.org/wiki/Hamiltonian_path_problem" rel="nofollow">https://en.wikipedia.org/wiki/Hamiltonian_path_problem</a> and this seems to imply that NP=P. And that is what the author claims in the conclusion!