A support vector regression method for reducing the high-order systems to first-order plus time-delay forms

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Ortaç Kabaoğlu R.

Istanbul University Journal of Electrical and Electronics Engineering, cilt.11, sa.1, ss.1305-1309, 2011 (TRDizin)

• Yayın Türü: Makale / Tam Makale
• Cilt numarası: 11 Sayı: 1
• Basım Tarihi: 2011
• Dergi Adı: Istanbul University Journal of Electrical and Electronics Engineering
• Derginin Tarandığı İndeksler: TR DİZİN (ULAKBİM)
• Sayfa Sayıları: ss.1305-1309
• İstanbul Üniversitesi-Cerrahpaşa Adresli: Hayır

Özet

In this paper, a novel method for reducing the high-order systems to first-order plus time-delay forms is introduced. For this purpose Support Vector Machines, which became a popular learning algorithm, is employed. Three parameters of the first-order plus time-delay forms are estimated by three parallel support vector regression machines. Satisfactory performance is obtained at the simulations.