Index system of coal mine enterprise supplier's choice appraisal was established basing on integrated consideration about the influencing factors of coal mine enterprise suppliers choice appraisal.Synthesizes appraisal of coal mine enterprise suppliers choice were elicited by using information entropy confirm objective index weight,and employing the gray correlation analysis.This algorithm was proven to be feasible and effective.