𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Generalized predictive control based on neural networks

✍ Scribed by A. Rusnák; M. Fikar; K. Najim; A. Mészáros


Publisher
Springer US
Year
1996
Tongue
English
Weight
316 KB
Volume
4
Category
Article
ISSN
1370-4621

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Model predictive control based on neural
✍ M. Sugisaka; M. Ino 📂 Article 📅 1994 🏛 Elsevier Science 🌐 English ⚖ 600 KB

## This paper presents a new approach to model predictive control (denoted as MPC) based on a new identifier utilizing the artificial neural network system (denoted as ANNS) with tapped delay lines added to the input layer of the ANNS. The identifier uses the back-propagation method in order to m

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