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Transactions: WSEAS TRANSACTIONS ON ELECTRONICS
Transactions ID Number: 31-893
Full Name: Yue He
Position: Professor
Age: ON
Sex: Male
Address: Shaoxin
Country: CHINA
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E-mail address: david.smith.gr@gmail.com
Other E-mails: gaoyibo@gmail.com
Title of the Paper: Partitioning Study of Complex System
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Number of paper pages: 10
Abstract: Whether the design of knowledge base or the modeling of complex systems, when systems are characterized as complex systems with high dimension and a variety of variables and factors, to reduce complexity are necessary. Fuzzy cognitive maps (FCM) are a soft computing method for simulation and analysis of complex system, which combines the fuzzy logic with theories of neural networks. It is flexible in system design, model and control, the comprehensive operation and the abstractive representation of behavior for complex systems. When the complexity of the system, the application and maintenance of FCM become more difficult, in particular, the inference is difficult to achieve and not even gets the results. Therefore we present to partition the complex fuzzy cognitive map into smaller chunks based on genetic algorithm in this paper. We construct partitioning rules and criticize rules. Finally, an illustrative example is provided, and its results suggest that the me!
thod is capable of partitioning fuzzy cognitive map.
Keywords: fuzzy cognitive maps, complex system, genetic algorithm, partitioning, modeling
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