For the situation that there are too many indexes of aircraft assembly sequence (AAS) and the qualitative indexes are hard to evaluate, a progressive fuzzy evaluation algorithm based on multi-index is proposed. Then the AAS can be synthetically evaluated with multiindex progressive mode. Finally, this algorithm is validated in a subassembly of an aircraft, and it is proved to be effective.