We propose a high-speed information retrieval method which is tolerant to a user's uncertain request. To consider the degree of certainty of user's remembrance, a user's query is represented as a set of keywords and certainty factor pairs. Optical matrix-vector multiplication is applied to the computation of the retrieval status values to realize a high-speed retrieval system. An experimental result is also presented in this paper.