Using fuzzy cognitive map for system control

  • Authors:
  • Lin Chun-Mei

  • Affiliations:
  • Department of Computer, Shaoxing College of Arts and Sciences, Shaoxing, Zhejiang, China

  • Venue:
  • WSEAS TRANSACTIONS on SYSTEMS
  • Year:
  • 2008

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Abstract

Fuzzy cognitive map is a powerful modeling tool. It has several desirable properties on control. In this paper, we utilize the feature and the inference mechanism of fuzzy cognitive map, and present a control method, which study combines control theory with fuzzy cognitive map theory. The causal relationship of variables is constructed by online learning or offline learning, the values of control variables are given by the inference of FCM model, and the control variables are used to adjust the value of controlled variables in actual process and carries out the control of multi-input and multi-out.