Abstract: In order to meet the demand of mine safety and solve the problem of mine fire prediction,through the introduction of relative effect coefficient,the accurate prediction of the mine fire is achieved by using improved ant colony algorithm,which improves the efficiency of the fire warning and greatly raises the prediction accuracy of the fire location.