Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4961525 | Procedia Computer Science | 2017 | 8 Pages |
Abstract
The logical-linguistic, analytical, learning and PID fuzzy controllers are considered, based on fuzzy logics of Zadeh. An overview of the Mamdani-type controllers, controllers based on TS-model and the ANFIS architecture, using neural network structure is provided. The conditions of optimality and stability of control systems with Mamdani fuzzy controllers are analyzed. The Sugeno dynamic models and the ANFIS adaptive models and the methods of learning developed on the basis of fuzzy controllers are considered.
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Physical Sciences and Engineering
Computer Science
Computer Science (General)
Authors
S.N. Vassilyev, I.Y. Kudinov, Y.I. Kudinov, F.F. Pashchenko,