This paper introduces a new intelligence multiple control algorithm which is connected with fuzziness. It solves the difficult problem that mixed gas prssure and calorific value about blast fumace and charry furnace are not steady in metallurgical industry.The results show that the method obviously improves control accuracy and reduces the undulation of pressure and calorific value and greatly meets the demands of users.