Abstract:In this paper, the algorithms and the computational complexity of Star-Tree phylogeny problem are studied. The Star-Tree phylogeny problem is proved to be NP-complete first. Then it is proved that there is no absolute approximation algorithm for this problem. At last, a polynomial approximation algorithm of ratio 2 is presented to compute the Star-Tree phylogeny problem.