Classification of ship' magnetic field and feature selection based on the improved weighted fuzzy clustering algorithm
Applied Mechanics and Materials(2013)
摘要
Magnetic field data of ship has three-component,and traditional weighted fuzzy clustering algorithm(FCA) can't deal with the three-component data. We improve the traditional FCA by changing the objective function and added weights calculation of three-component of magnetic field in the function.Give the equation to compute the weights of three-component.Put forward new steps for improved algorithm.Use ships' data to test the improved algorithm and giving the conclusion.
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关键词
Fuzzy clustering,Magnetic field,sample feature
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