Portfolio selection in the case of no short sales of assets and risk-free borrowing or lending is investigated. A minimax model is established and the mathematic characteristics of the model are studied. The efficient portfolio, the efficient frontier of the analytic expression and the geometric characteristics are given, and a specific example is presented.