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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Ketipi, M.K. Koulouriotis, D.E. Karakasis, E.G. Papakostas, G.A. Tourassis, V.D. |
| Copyright Year | 2011 |
| Description | Author affiliation: Department of Production and Management Engineering, Democritus University of Thrace, Greece, Xanthi GR-67100 (Ketipi, M.K.; Koulouriotis, D.E.; Karakasis, E.G.; Papakostas, G.A.; Tourassis, V.D.) |
| Abstract | Fuzzy Cognitive Maps (FCMs) have been widely used for a plethora of applications, exploiting its ability to represent the knowledge and the dynamics of a system. The diversity of inference mechanisms, which have been proposed until nowadays, discloses the effort for an effective concept value calculation methodology. In contrast with the most research efforts which consider a linear relation of the influence that a concept exercise to another concept, in this paper a nonlinear representation of that influence is introduced. The importance which is associated with the proposed methodology is that a nonlinear cause-effect relationship strengthens the behavior of an FCM through the simulation process. The analysis of this proposal through a progressive reasoning is followed by appropriately selected problems. |
| Starting Page | 836 |
| Ending Page | 843 |
| File Size | 244130 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781424473151 |
| ISSN | 10987584 |
| e-ISBN | 9781424473175 |
| e-ISBN | 9781424473168 |
| DOI | 10.1109/FUZZY.2011.6007554 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-06-27 |
| Publisher Place | Taiwan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Fuzzy cognitive maps Valves Logistics Training Inference mechanisms Simulation Graphics Cause-effect relationships Cognitive inference Concept influence Generalized logistic function |
| Content Type | Text |
| Resource Type | Article |
| Subject | Applied Mathematics Artificial Intelligence Theoretical Computer Science Software |
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