In view of hybrid grey multiple attribute decision making problems, in which the attribute value of alternatives are three-parameters interval grey number and fuzzy language, a hybrid grey target decision method based on “clutch”thought is proposed. The distance measure and ranking method of three-parameters interval grey numbers is defined. With regard to the information loss of mutual transformation between grey and fuzzy information, the ?? dimensional fuzzy spherical grey target and ?? dimensional hybrid spherical grey target are defined. The positive and negative clout is discussed by using the rewarding good and punishing bad principle, the comprehensive off-target distance is constructed, and a hybrid grey target model with the positive and negative clout is set up. Finally, the method is applied to the Ningxia and Inner Mongolia reach of the Yellow River ice prevention optimal solution selection problem, and the influence of attribute weights and decision maker’s risk preference selection is analyzed. Results show the rationality and effectiveness of the proposed method.