The scarce information contained in interval number made decision making results uncertain. To solve this problem,this paper presented a VIKOR based multi-attributes decision making method. It introduced probabilistic information to traditional interval number,and proposed the definition,basic operations and aggregation operators of interval number with probability distribution. Based on the concept of almost stochastic dominance,it developed a new stochastic dominance degree definition to compare any two i...