Timed Fuzzy Cognitive Maps

被引：0

作者：

Bourgani, Evangelia ^{[1
]}

Stylios, Chrysostomos D. ^{[2
]}

Manis, George ^{[1
]}

Georgopoulos, Voula ^{[3
]}

机构：

[1] Univ Ioannina, Dept Comp Sci & Engn, GR-45110 Ioannina, Greece

[2] Technol Educ Inst Epirus, Dept Comp Engn, Artas, Greece

[3] Technol Educ Inst Western Greece, Sch Hlth & Welf Profess, Patras, Greece

来源：

2015 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2015) | 2015年

关键词：

Fuzzy Cognitive Map; Soft computing; modeling; time evolution;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Taking time into consideration in the FCM model and the subsequent numerical calculation is a hot FCM issue. This work investigates an approach for introducing the time in Fuzzy Cognitive Maps (FCM) framework and it proposes the Timed-FCM (T-FCM) that incorporates time steps in their structure and constitutes an extension of FCMs. The proposed T-FCMs take into consideration the time evolution and the fact that the parameters of any system change with the time and it accepts intermediate states and results of the modeled system. In any problem, its factors change differently over time and so their influence as is presented on the interconnections between the concepts are time dependent.

引用

页数：6

共 50 条

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[J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 4483 - 4488
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