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

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Analysis of Chaotic Behavior in Non-linear Dynamical Systems/ by Michał Piórek.
其他題名:	Models and Algorithms for Quaternions /
作者:	Piórek, Michał.
面頁冊數:	XI, 132 p. 98 illus., 71 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational complexity. -
電子資源:	https://doi.org/10.1007/978-3-319-94887-4
ISBN:	9783319948874

Analysis of Chaotic Behavior in Non-linear Dynamical Systems = Models and Algorithms for Quaternions /
Piórek, Michał.

Analysis of Chaotic Behavior in Non-linear Dynamical SystemsModels and Algorithms for Quaternions /[electronic resource] :by Michał Piórek. - 1st ed. 2019. - XI, 132 p. 98 illus., 71 illus. in color.online resource. - Studies in Systems, Decision and Control,1602198-4182 ;. - Studies in Systems, Decision and Control,27.

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.

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.

ISBN: 9783319948874

Standard No.: 10.1007/978-3-319-94887-4doiSubjects--Topical Terms:

527777
Computational complexity.

LC Class. No.: QA267.7

Dewey Class. No.: 620

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