Affine Tensor Product Model Transformation
Joint Authors
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-03-20
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
This paper introduces the novel concept of Affine Tensor Product (TP) Model and the corresponding model transformation algorithm.
Affine TP Model is a unique representation of Linear Parameter Varying systems with advantageous properties that makes it very effective in convex optimization-based controller synthesis.
The proposed model form describes the affine geometric structure of the parameter dependencies by a nearly minimum model size and enables a systematic way of geometric complexity reduction.
The proposed method is capable of exact analytical model reconstruction and also supports the sampling-based numerical approach with arbitrary discretization grid and interpolation methods.
The representation conforms with the latest polytopic model generation and manipulation algorithms.
Along these advances, the paper reorganizes and extends the mathematical theory of TP Model Transformation.
The practical merit of the proposed concept is demonstrated through a numerical example.
American Psychological Association (APA)
Kuti, József& Galambos, Péter. 2018. Affine Tensor Product Model Transformation. Complexity،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1133956
Modern Language Association (MLA)
Kuti, József& Galambos, Péter. Affine Tensor Product Model Transformation. Complexity No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1133956
American Medical Association (AMA)
Kuti, József& Galambos, Péter. Affine Tensor Product Model Transformation. Complexity. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1133956
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1133956