rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Analysis of Chaotic Behavior in Non-linear Dynamical Systems
    sub title: Models and Algorithms for Quaternions
  name:
    name part: Piórek, Michał.
    role:
      role term: creator
    role:
      role term: author.
    role:
      role term: aut
    role:
      role term: http://id.loc.gov/vocabulary/relators/aut
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2019
    edition: 1st ed. 2019.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XI, 132 p. 98 illus., 71 illus. in color. online resource.
  abstract: 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.
  table of contents: 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.
  note: by Michał Piórek.
  subject:
    topic: Computational complexity
  subject:
    topic: Statistical physics
  subject:
    topic: Complexity
  subject:
    topic: Applications of Nonlinear Dynamics and Chaos Theory
  classification: QA267.7
  classification: 620
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Systems, Decision and Control, 160
  identifier: 9783319948874
  identifier: https://doi.org/10.1007/978-3-319-94887-4
  record info:
    record creation date: 180712
    record change date: 20191022092332.0
    record identifier: 978-3-319-94887-4