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- W2391719823 abstract "Researching LAN fault diagnosis problem.Because the LAN faults diagnosis method has lots of the defects,in order to diagnosis the local area network fault more accurately and effectively,support vector machine(SVM) method is introduced to LAN in fault diagnosis.Firstly the standard support vector machine principle is analysis,aiming at parameters optimization process which exists in the speed and is difficult to find the optimal parameters.An improved support vector machine is put forward based on genetic algorithm.The improved support vector machine and the standard support vector machine are applied in LAN in fault diagnosis.Simulation results show that the improved support vector machine can complete LAN fault diagnosis more effectively and quickly.Compared with the standard support vector machine,it is a LAN fault diagnosis automatic diagnostic tool." @default.
- W2391719823 created "2016-06-24" @default.
- W2391719823 creator A5061227024 @default.
- W2391719823 date "2011-01-01" @default.
- W2391719823 modified "2023-09-25" @default.
- W2391719823 title "Application of Local Area Network Fault Diagnosis Based on Support Vector Machine" @default.
- W2391719823 hasPublicationYear "2011" @default.
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