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Adaptive simplification of solution for support vector machine

โœ Scribed by Qing Li; Licheng Jiao; Yingjuan Hao


Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
336 KB
Volume
40
Category
Article
ISSN
0031-3203

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This paper explores an application of support vector regression for adaptive control of an unmanned aerial vehicle (UAV). Unlike neural networks, support vector regression (SVR) generates global solutions, because SVR basically solves quadratic programming (QP) problems. With this advantage, the inp