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Distance measure of intuitionistic fuzzy sets(IFS) is a measure of the difference sizes between two IFS. The original distance measure definition is modified in this paper, the new distance measure definition and a new distance formula of IFS are provided. Pattern recognition method based on distance of intuitionistic fuzzy sets is used for researching on water quality analysis problem. That provides a new way for the study of the same problem. The method is simpler than the current method and the results are in line with the actual.

The Algorithm for Evaluation of Landscape Water Quality based on intuitionistic fuzzy sets of emphasizing hesitancy degree