This paper intends to explore the philosophy of public policy. In this article, it reviews the development of policy science at first. Secondly, it discusses the relation between public policy and the policy philosophy. Finally, it tries to analysis the philosophy of New Right, which is the fundamental theory of New Public Management. After all, this article attempts to introduce a new approach which is about policy philosophy on the studying of policy science.