Advances in Intelligent Systems and Computing

Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems

Editors: Zelinka, I., Suganthan, P.N., Chen, G., Snášel, V., Abraham, A., Rössler, O. (Eds.)

  • Recent research on modern methods of prediction, modeling and analysis of complex systems
  • Proceedings of the 2014 International Nostradamus conference on modern methods of prediction, modeling and analysis of nonlinear systems held at June 23- 25 2014 in Ostrava, Czech Republic
  • Focused on prediction of the behavior of the dynamical systems by means of classical as well as modern methods from mathematics and soft-computing
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About this book

The prediction of behavior of complex systems, analysis and modeling of its structure is a vitally important problem in engineering, economy and generally in science today. Examples of such systems can be seen in the world around us (including our bodies) and of course in almost every scientific discipline including such “exotic” domains as the earth’s atmosphere, turbulent fluids, economics (exchange rate and stock markets), population growth, physics (control of plasma), information flow in social networks and its dynamics, chemistry and complex networks. To understand such complex dynamics, which often exhibit strange behavior, and to use it in research or industrial applications, it is paramount to create its models. For this purpose there exists a rich spectrum of methods, from classical such as ARMA models or Box Jenkins method to modern ones like evolutionary computation, neural networks, fuzzy logic, geometry, deterministic chaos amongst others.

This proceedings book is a collection of accepted papers of the Nostradamus conference that has been held in Ostrava, Czech Republic in June 2014. This book also includes outstanding keynote lectures by distinguished guest speakers: René Lozi (France), Ponnuthurai Nagaratnam Suganthan (Singapore) and Lars Nolle (Germany). The main aim of the conference was to create a periodical possibility for students, academics and researchers to exchange their ideas and novel research methods. This conference establishes a forum for presentation and discussion of recent research trends in the area of applications of various predictive methods.

Table of contents (45 chapters)

  • Chaos Level Measurement in Logistic Map Used as the Chaotic Numbers Generator in Differential Evolution

    Skanderova, Lenka (et al.)

    Pages 1-10

  • Estimations of Initial Errors Growth in Weather Prediction by Low-dimensional Atmospheric Model

    Bednář, Hynek (et al.)

    Pages 11-20

  • Prediction Based Context Data Dissemination and Storage Model for Cooperative Vehicular Networks

    Kurmis, Mindaugas (et al.)

    Pages 21-30

  • SOM Based Multi-agent Hydro Meteorological Data Collection System

    Gricius, Gediminas (et al.)

    Pages 31-41

  • Estimation of Fractal Dimension and Statistical Tools for Surface Evaluation

    Hotař, Vlastimil (et al.)

    Pages 43-53

Buy this book

eBook $199.00
price for USA (gross)
  • ISBN 978-3-319-07401-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $259.00
price for USA
  • ISBN 978-3-319-07400-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Nostradamus 2014: Prediction, Modeling and Analysis of Complex Systems
Editors
  • Ivan Zelinka
  • Ponnuthurai Nagaratnam Suganthan
  • Guanrong Chen
  • Václav Snášel
  • Ajith Abraham
  • Otto Rössler
Series Title
Advances in Intelligent Systems and Computing
Series Volume
289
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-07401-6
DOI
10.1007/978-3-319-07401-6
Softcover ISBN
978-3-319-07400-9
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVI, 462
Number of Illustrations and Tables
227 b/w illustrations, 6 illustrations in colour
Topics