Learning Rule for Time Delay in Fuzzy Cognitive Maps

Title
Learning Rule for Time Delay in Fuzzy Cognitive Maps
Author(s)
권순학이인근[이인근]
Issue Date
201011
Publisher
IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG
Citation
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, v.E93D, no.11, pp.3153 - 3157
Abstract
Time is considered as an important factor in modeling and operation of dynamic systems However few studies have considered time factor in modeling and inference of fuzzy cognitive maps (FCMs) besides no studies have dealt with time delay in learning of FCMs Therefore we propose a learning rule for temporal FCMs involving post and pre delay time by extending Oja s learning rule We show the effectiveness of the proposed rule through simulations which solve a time delayed chemical plant control problem.
URI
http://hdl.handle.net/YU.REPOSITORY/23344http://dx.doi.org/10.1587/transinf.E93.D.3153
ISSN
0916-8532
Appears in Collections:
공과대학 > 전기공학과 > Articles
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