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