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Rule-Based Learning Systems for Support Vector Machines

✍ Scribed by Haydemar Núñez; Cecilio Angulo; Andreu Català


Publisher
Springer US
Year
2006
Tongue
English
Weight
331 KB
Volume
24
Category
Article
ISSN
1370-4621

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Support vector machines-based generalize
✍ S. Iplikci 📂 Article 📅 2006 🏛 John Wiley and Sons 🌐 English ⚖ 364 KB

## Abstract In this study, we propose a novel control methodology that introduces the use of support vector machines (SVMs) in the generalized predictive control (GPC) scheme. The SVM regression algorithms have extensively been used for modelling nonlinear systems due to their assurance of global s