Fuzzy Cognitive Maps: a model for intelligent supervisory control systems

被引：78

作者：

Stylios, CD ^{[1
]}

Groumpos, PP ^{[1
]}

机构：

[1] Univ Patras, Dept Elect & Comp Engn, Lab Automat & Robot, Rion 26500, Greece

来源：

COMPUTERS IN INDUSTRY | 1999年 / 39卷 / 03期

关键词：

Fuzzy Cognitive Map; supervisory control; intelligent systems;

D O I：

10.1016/S0166-3615(98)00139-0

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Fuzzy Cognitive Maps (FCMs) is a new approach in modelling the behaviour and operation of complex systems. FCMs are proposed to be used in the modelling of control systems and particularly in the modelling of the upper part or supervisor of a hierarchical control system. The description and the formulation of FCM are examined, moreover a process control problem is presented and its model and control is investigated using FCMs. Then the implementation of FCM in the modelling of the supervisor of a control system is discussed and it becomes apparent how efficient FCMs are in expressing qualitative information and knowledge about the process structure. Finally, some interesting points for further research are presented and discussed. (C) 1999 Elsevier Science B.V. All rights reserved.

引用

页码：229 / 238

页数：10

共 20 条

[1]

[Anonymous], 1992, NEURAL NETWORKS FUZZ

[2]

[Anonymous], 1989, SICE JOINT S 15 SYST

[3]

Axelrod R., 1976, Structure of Decision: the Cognitive Maps of Political Elites

[4]

Dickerson J., 1994, AI EXPERT, V7, P25

[5]

Drianko D., 1996, INTRO FUZZY CONTROL

[6]

GOTO K, 1991, P INT C ART NEUR NET, P1245

[7]

Juliano B. J., 1990, P 9 ANN NAFIPS C, P311

[8] FUZZY COGNITIVE MAPS [J].

KOSKO, B .

INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1986, 24 (01) :65-75

[9]

PARK SK, 1995, INT J HUMAN COMPUTER, V421, P157

[10]

Pelaez CE, 1996, INFORM SCIENCES, V88, P177, DOI 10.1016/0020-0255(95)00161-1

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