ANFIS: Adaptive Neuro-Fuzzy Inference System- A Survey
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"ANFIS: Adaptive Neuro-Fuzzy Inferen..." refers background or methods or result in this paper
...Further, author compared system with artificial neural networks and preliminary tested [1]....
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...In particular, the control technique based on fuzzy modeling or fuzzy identification was first systematically introduced by Takagi and Sugeno [1], has found numerous applications in fuzzy control, for medical diagnosis [3], decision-making and solve problems based on data mining [4]....
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...A comprehensive study of existing work in assorted areas using soft computing methodologies specifically focusing on neural networks and fuzzy logic can be found in [1]....
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...A computational technique to deal with non-linear and complex problem was discussed by J.R Jang (1993)....
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726 citations
"ANFIS: Adaptive Neuro-Fuzzy Inferen..." refers background or methods in this paper
...A comprehensive survey of neuro–fuzzy rule generation algorithms for real-time applications is examined by S. Mitra et al. (2000)....
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...Based on fuzzy inference system, real-life application to medical diagnosis is provided [15]....
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...Fuzzy sets are an aid in providing symbolic knowledge information in a more human understandable or natural form, and can hold uncertainties at various levels [15]....
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...This approach approximates a nonlinear system with a combination of several linear systems, by decomposing the whole input space into several partial fuzzy spaces and the output of each rule is a linear arrangement of input variables plus a constant term [15]....
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...This type of knowledge representation does not allow the output variables to be described in linguistic terms and the parameter optimization is carried out iteratively using a nonlinear optimization method [15]....
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709 citations
226 citations
"ANFIS: Adaptive Neuro-Fuzzy Inferen..." refers methods in this paper
...Simulation and experimental approaches are used to validate the proposed scheme [22]....
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...Abu-Rub et al. (2013) presented an application of ANFIS for maximum power delivery to the load based on maximum power point tracking....
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109 citations