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模糊认知图 (FCM)

模糊认知图(Fuzzy Cognitive Map, FCM)由Bart Kosko于1986年提出,它将一个系统表示为一系列概念的网络,这些概念由有符号的、加权的因果联系连接起来,并模拟概念之间随时间推移的影响方式。通过结合认知图的直观结构与模糊权重和迭代激活,FCM使专家能够编码因果知识,然后运行“假设”情景分析——这使其在政策分析、战略决策和复杂社会技术系统建模中广受欢迎。

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来源

  1. Kosko, B. (1986). Fuzzy cognitive maps. International Journal of Man-Machine Studies, 24(1), 65–75. DOI: 10.1016/S0020-7373(86)80040-2
  2. Papageorgiou, E. I., & Salmeron, J. L. (2013). A review of fuzzy cognitive maps research during the last decade. IEEE Transactions on Fuzzy Systems, 21(1), 66–79. DOI: 10.1109/TFUZZ.2012.2201727

如何引用本页

ScholarGate. (2026, June 2). Fuzzy Cognitive Maps (FCM). ScholarGate. https://scholargate.app/zh/soft-computing/fuzzy-cognitive-maps

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ScholarGateFuzzy Cognitive Maps (Fuzzy Cognitive Maps (FCM)). 于 2026-06-15 检索自 https://scholargate.app/zh/soft-computing/fuzzy-cognitive-maps · 数据集: https://doi.org/10.5281/zenodo.20539026