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Conflict analysis has been used as an important tool in economic, business, governmental and political dispute, games, management negotiations, military operations and etc. There are many mathematical formal models have been proposed to handle conflict situations and one of the most popular is rough set theory. With the ability to handle vagueness from the conflict data set, rough set theory has been successfully used. However, computational time is still an issue when determining thedoi:10.1371/journal.pone.0148837 pmid:26928627 pmcid:PMC4771869 fatcat:2vxz5jbobzftfgjp5fgcqqyc7y