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By analyzing the limitations of the current rough soft set, this paper mainly introduces the weighted multi-granularity rough soft set (WMGRSS). Some important properties of WMGRSS are investigated. Moreover, an algorithm is put forward which can be used in multi attribute decision making. We provide an application for the material selection problem in order to verify its effectiveness,
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