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A SUPPORT VECTOR REGRESSION METHOD FOR REDUCING THE HIGH-ORDER SYSTEMS TO FIRST-ORDER PLUS TIME-DELAY FORMS
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نویسنده
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ORTAC-KABAOGLU Rana
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منبع
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journal of electrical and electronics engineering- istanbul university - 2011 - دوره : 11 - شماره : 1 - صفحه:1305 -1309
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چکیده
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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.
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کلیدواژه
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Support vector regression machines ,high-order systems ,first-order plus time-delay systems ,modeling.
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آدرس
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Istanbul University, Turkey
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پست الکترونیکی
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rana@istanbul.edu.tr
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Authors
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