In view of the characteristics of the randomness and uncertainty of basin initial water rights allocation schemeevaluation, this paper, integrating the Dempster-Shafer (D-S) evidence theory and the grey clustering evaluation method,researches on the evaluation method of allocation scheme. Taking advantages of D-S evidence theory and the compactcenter-point triangular whitenization weight function (CCTWF) in processing and integrating the uncomplete information,the grey clustering evaluation model based on D-S evidence theory is proposed. The integrated clustering coefficientsmatrix is obtained by using the grey clustering evaluation method based on CCTWF, and we look each clusteringobject as an evidence. Then, D-S evidence theory is used to obtain the belief function of every evidence with applicationof Dempster’s combination rule, and the result of scheme evaluation in terms of the principle of selecting maximum valueof belief functions. Finally, we take the evaluation of basin initial water rights allocation scheme of Dalinghe River inChina for instance to demonstrate the practicability and effectiveness of this model.
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