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基于同构化信息融合的异构不确定多属性决策新模型与新算法 被引量:2

New Model and Algorithm for Isomerism Indefinite Multi-objective Decision Making Based on Isomorphic Information Fusion
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摘要 不确定多属性决策过程中,现有两大困难:(1)如何较好地表达和处理具有不确定性的属性评价信息;(2)如何将基于多样性评判准则的多准则评价结果进行信息融合,并获得更合理的综合评价结论。基于同构化思想,针对学术界最近才提出的一种能较好地处理具有多信息来源模糊信息的新数学模型"多值直觉模糊集模型",研究了多值直觉模糊集的隶属度与非隶属度的综合评判新课题与新方法;提出了兼有不确定语言型与区间型的异构风险型多属性决策新问题与新模型,构造了基于同构化信息融合的异构不确定多属性决策新模型与新算法。 There are two major difficulties in the indefinite multi-objective decision making process: (1) How to express and process the evaluated indefinite information with uncertainty; (2) How to fuse the multi-channels' evaluated results information from the evaluating principles based on the multiformity, and obtain the more reasonable synthesized evaluating conclusion. Based on isomorphic thinking, this paper aimed to the multiple-valued intuitive fuzzy set's new mathematic model which is put forward just present and can process the fuzzy information gained from multi-sources better, leadingly researches the new project and new method for synthesized evaluating both membership and non-menbership of the multiple-valued intuitive fuzzy set; firstly advances the new problem and new method about the isomerism risk type's multi-objective decision making which has both indefinite language and interval value, and constructs the new model and algorithm for isomerism multi-objective decision making based on isomorphism information fusion.
作者 周启海 李燕
出处 《计算机科学》 CSCD 北大核心 2009年第5期295-298,共4页 Computer Science
关键词 同构化 多值直觉模糊集 不确定性 多目标不确定决策 Isomorphism,Multiple-valued intuitive fuzzy sets,Uncertainty,Multi-objective indefinite decision-making
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