Abstract: Following appropriate strategic alliance stability literature reviews，a kind of stability evaluation index system of the logistic alliance which contains hierarchical structure is proposed，and then，utilizing the basic theory and method of rough sets，a logistic alliance stability decision-making model is established.In order to optimize attributes，the reduction algorithm based on discernable matrix is put forward.Finally，an example which is cited shows the method is effective and feasible.