사이클이 존재하는 퍼지인식도에서의 계층화 알고리즘에 의한 추론메카니즘에 관한 연구

A Study on the Inference Mechanism of Cyclic Fuzzy Cognitive Map Using a Levelization Algorithm

  • 발행 : 1998.06.01

초록

FCM은 비구조적인 (unstructured) 문제영역에서 주어진 문제에 대한 효과적인 추론시 적용될 수 있는 매우 유용한 추론도구이다. 그러나, FCM에 사이클이 존재하면 추론효과가 크게 감소한다. 본 노문에서는 사이클이 있는 FCM을 이용한 의사결정의 질을 높일 수 있는 추론방법을 제시한다. 아울러 사이클이 제거된 FCM의 추론이 질을 저하시키는 문제중의 하나인 동기화 문제 (synchronization problem)를 설명하고, 이를 해결하기 위한 방안으로서 FCM 계층화 (levelization) 알고리즘을 제시한다.

키워드

참고문헌

  1. Sturcture of Decision : The Cognitive Maps of Political Elites Axelrod, R.
  2. Management Science v.21 no.3 M-Labeled Diagraphs: An Aid to the Use of Structural and Simulation Models Burns, J.R.;Winstead, W.H.
  3. IEEE Transactions on Systems, Man, and Cybernetics v.19 no.1 Semantic Nets as Paradigms for Both Causal amd Judgmental Knowledge Representation Burns, J.R.;Winstead, W.H.;Haworth, D.A.
  4. Graph Theory with Applications in Engineering and Computer Science Deo, R.
  5. Thinking in Organizations Edden, C.;Jones, C.;Sims, D.
  6. SICE Joint Symposium of 15th Syst. Sym. and 10th Knowledge Engineering Symposium Application of Fuzzy Cognitive Maps to Supporting for Plant Control Gotoh, K.;Murakami, J.;Yamaguchi, T.;Yamanaka, Y.
  7. Decision Support Systems no.10 Connectionist approaches to inexact reasoning and learning systems for excutive and decision support Jung, D. G.;Burns, J. R.
  8. Journal of Expert Systems v.1 no.2 An Improved Fuzzy Cognitive Map with Fuzzy Causal Relationship and Fuzzy Partial Causal Relationship Kim, H.S.;Lee, K.C.
  9. International Journal of Man-Machine Studies v.24 Fuzzy cognitive maps Kosko, B.
  10. Neural Networks and Fuzzy Systems: A Dynamical Systems Approach to Machine Intelligence Kosko, B.
  11. Korean Management Science Review v.9 no.2 A Unified Approach to Corporate Planning Simulator Using a Fuzzy Logic-Based Intelligent Model Lee, K.C.
  12. Proceedings of 26th Hawaii International Conference on Systems Science v.Ⅲ A Cognitive Map Knowledge-Based Strategic Planning Simulation Lee, K.C.
  13. International Journal of Intelligent Systems in Accounting and Management A Fuzzy Cognitive Map-Based Bi-Directional Inference Mechanism: An Application to Stock Investment Analysis Lee, K.C.;Kim, H.S.
  14. Journal of the Korean Operations Research and Management Science Society v.19 no.1 A Study on the Development of Multiple Experts Knowledge Combining Algorithm by Using Fuzzy Cognitive Map Lee, K.C.;Chu, S.C.;Kim, H.S.
  15. IEEE Transactions on Systems, Man, and Cybernetics v.SMC-17 no.6 Logical Controls via Boolean Rule Matrix Transformations Looney, C.G.;Alfize, A.A.
  16. MIS Quarterly The Use of Cognitive Mapping for Information Requirements Analysis Montazemi, A.R.;Conrath, D.W.
  17. Combinatorial Optimization: Algorithms and Complexity Papadimitriou, C. H.;Steiglitz, K.
  18. Proceedings of the 2nd IEEE International Conference on Neural Networks (ICNN-87) v.Ⅱ Fuzzy Cognitive Maps, Signal Flow Graphs, and Qualitative Circuit Analysis Styblinski, M.A.;Meyer, B.D.
  19. Expert Systems with Applications v.2 no.1 Knowledge Processing with Fuzzy Cognitive Maps Taber, W.R.
  20. Proceedings of the 2nd IEEE Conference on Neural Networks (ICNN-88) v.Ⅰ A Logical Architecture for Cognitive Maps Zhang, W.;Chen, S.