Title :
Multi-attribute cloud decision method based on linguistic assessment and its application in evaluation and selection of merging technology
Author :
Guo, Chun-dong ; Wu, Ai-yan ; Wang, Xue-feng ; Zhu, Dong-hua ; Heng, Xiao-fan ; Lu, Xiao-guang
Author_Institution :
Sch. of Manage. & Econ., Beijing Inst. of Technol., Beijing, China
Abstract :
The paper uses cloud model, and proposes a multi-attribute cloud decision method based on linguistic assessment. It includes mainly several parts as follows. First, the described rank cloud and the evaluated rank cloud respectively are presented to measure attribute rank and rank certainty degree. On the basis, cloud normalizing algorithm is presented to fuse several values of an attribute given by experts. Then, cloud aggregation algorithm is presented to integrate different attribute information and get every alternative value, and the most desirable alternative is selected according to their values. Cloud model can express the relationship between randomness and fuzziness, so the method is more effective to measure linguistic assessment information. Finally, an example with linguistic assessment information shows that the method is simple and feasible.
Keywords :
decision making; natural language processing; cloud aggregation algorithm; cloud model; cloud normalizing algorithm; linguistic assessment information; merging technology; multiattribute cloud decision method; Cybernetics; Educational institutions; Helium; Machine learning; Natural languages; Pragmatics; Uncertainty; Cloud model; Linguistic assessment information; Multi-attribute decision;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4577-0305-8
DOI :
10.1109/ICMLC.2011.6016805