This article is about asset allocation for insurance companies. To make extension of previous literatures, the asset is considered as a generalized portfolio composed by stocks and bonds, and the liability is make up by bonus policies and guarantee policies. We set up allocation criteria by risk measure, performance measure, and neutral measure, solve the distribution of assets to each kinds of policies, and analyze the impact of the change in initial surplus and policies conditions.