A new long-short portfolio selection model is proposed with the attrition of transaction cost while we supposing that the investors are risk-aversed.A numerical method for the problem is given by using the maximum entropy technology.The numerical examples show that the minimum of risk depends on the lowest return satisfactory to the investor.And the lowest satisfied return positively af- fects the risk of portfolio.