Possibility of Dynamical Process Linearization Using Piecewise-Linear Neural Network
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25530%2F14%3A39898586" target="_blank" >RIV/00216275:25530/14:39898586 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_22" target="_blank" >http://dx.doi.org/10.1007/978-3-319-07401-6_22</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-07401-6_22" target="_blank" >10.1007/978-3-319-07401-6_22</a>
Alternative languages
Result language
angličtina
Original language name
Possibility of Dynamical Process Linearization Using Piecewise-Linear Neural Network
Original language description
This paper presents a new technique for process identication. Since once nonlinear problem is described by piecewise-linear structure, it may be solved by many well-known techniques, the result of introduced technique provides a set of linear equations,where each of these equations is valid in some region of state space and together, they approximate whole nonlinear process. In the first five paragraphs, the technique is theoretically described and the paper is finished with demonstrative example.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
BC - Theory and management systems
OECD FORD branch
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Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems
ISBN
978-3-319-07400-9
ISSN
2194-5357
e-ISSN
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Number of pages
12
Pages from-to
229-240
Publisher name
Springer
Place of publication
Heidelberg
Event location
Ostrava
Event date
Jun 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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