PRINCIPAL COMPONENTS, B-SPLINES, AND FUZZY SYSTEM REDUCTION

作者: JOHN YEN , REZA LANGARI , LIANG WANG

DOI: 10.1142/S0218488596000317

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摘要: This paper proposes to use the method of principal components reduce dimensionality input space and B-splines represent membership functions variables. A model reduction strategy, which is based on Johansen’s optimality theorem, also suggested. The utility this approach illustrated using a fuzzy system modeling example.

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