Title :
Research on Multi-criterion Group Decision Making Cases Based Reasoning
Author :
Yu, Xinqiao ; Chen, Wenfei ; Meng, Bo
Author_Institution :
Chengdu Neusoft Inst. of Inf. Technol., Chengdu, China
Abstract :
In multi-person decision process, the final decision is synthesized from each individual´s options on the multiple criteria through Multi-criterion Group Decision Making, which is a kind of process oriented social activity including persons´ subjective judgment reflected in their linguistic estimation. Though it draws on the wisdom of the mass, its shortcoming of time and resource consuming is significant whereas. Knowledge oriented technologies utilize historical activities as cases for later decision-making such as Case-based Reasoning. This article proposes an available method of CBR referring to historical multi-person decision making processes for rigid reasoning to overcome the defect of traditional MCGDM in which the process of linguistic evaluation data and collective consistency analysis are performed. And the example given shows its availability.
Keywords :
case-based reasoning; linguistics; operations research; cases based reasoning; collective consistency analysis; knowledge oriented technologies; linguistic estimation; multicriterion group decision; multiperson decision process; multiple criteria options; process oriented social activity; subjective judgment reflected; time resource consuming; Artificial intelligence; Availability; Computational intelligence; Decision making; Decision support systems; Fuzzy reasoning; Information technology; Performance analysis; Performance evaluation; Production; case based reasoning; fuzzy set; multiple criterion group decision making;
Conference_Titel :
Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3835-8
Electronic_ISBN :
978-0-7695-3816-7
DOI :
10.1109/AICI.2009.292