Analysis of Chaotic Behavior in Non-linear Dynamical Systems Models and Algorithms for Quaternions /

This book presents a new approach for the analysis of chaotic behavior in non-linear dynamical systems, in which output can be represented in quaternion parametrization. It offers a new family of methods for the analysis of chaos in the quaternion domain along with extensive numerical experiments pe...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Piórek, Michał (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Studies in Systems, Decision and Control, 160
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Piórek, Michał.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Analysis of Chaotic Behavior in Non-linear Dynamical Systems  |h [electronic resource] :  |b Models and Algorithms for Quaternions /  |c by Michał Piórek. 
250 |a 1st ed. 2019. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2019. 
300 |a XI, 132 p. 98 illus., 71 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Studies in Systems, Decision and Control,  |x 2198-4182 ;  |v 160 
505 0 |a Introduction -- Processes described by quaternion models -- Deterministic chaos properties -- Analysis of chaos from time series-existing methods survey -- Analysis of chaos from quaternion time series-proposed methods -- Numerical Experiments -- Analysis of chaos for quaternion time series -- Comparison against existing approaches -- Quaternions clustering -- Summary. 
520 |a This book presents a new approach for the analysis of chaotic behavior in non-linear dynamical systems, in which output can be represented in quaternion parametrization. It offers a new family of methods for the analysis of chaos in the quaternion domain along with extensive numerical experiments performed on human motion data and artificial data. All methods and algorithms are designed to allow detection of deterministic chaos behavior in quaternion data representing the rotation of a body in 3D space. This book is an excellent reference for engineers, researchers, and postgraduate students conducting research on human gait analysis, healthcare informatics, dynamical systems with deterministic chaos or time series analysis. 
650 0 |a Computational complexity. 
650 0 |a Statistical physics. 
650 1 4 |a Complexity.  |0 http://scigraph.springernature.com/things/product-market-codes/T11022 
650 2 4 |a Applications of Nonlinear Dynamics and Chaos Theory.  |0 http://scigraph.springernature.com/things/product-market-codes/P33020 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319948867 
776 0 8 |i Printed edition:  |z 9783319948881 
776 0 8 |i Printed edition:  |z 9783030069315 
830 0 |a Studies in Systems, Decision and Control,  |x 2198-4182 ;  |v 160 
856 4 0 |u https://doi.org/10.1007/978-3-319-94887-4  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)