Computational Models of Complex Systems

Buch | Hardcover
X, 196 Seiten
2013 | 2014
Springer International Publishing (Verlag)
978-3-319-01284-1 (ISBN)

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Computational Models of Complex Systems -
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This book highlights the value of computational modeling as a research tool when investigating complex systems. It is dedicated to Dr. Peter Borwein for his contribution to research and education on his 60th birthday.
Computational models provide us with opportunities to create a simulated environment to construct and understand the intricacies of the real world problems. They allow us to apply our best analytical methods to subject problems defined in a clearly mathematical manner. They give us a chance to test our designs in full before committing expensive resources to their production. They isolate a subject from an unbounded environment, allowing controllable experimentation not possible in a messy world. Computation has been posited as a third pillar of science, alongside theory and empirical research. This book provides a window to the novel endeavours of the research communities to present their works by highlighting the value of computational modelling as a research tool when investigating complex systems. We hope that the readers will have stimulating experiences to pursue research in these directions.

Computational Models of Complex Systems: An Introduction.- Kabbalah Mathematical System Theoretic Models of Knowledge Based and Behavioral Economics and Finance.- The Commodity Exporting Country: A Spectral Analysis of Brazilian and Australian Financial Markets.- Probabilistic European country risk score forecasting using an epidemiological mathematical model .- Determining the 'fault zone' of fall events in Long Term Care.- Artificial Neural Network Based Approach for Classification of Child Disability.- Evaluating video and facial muscle activity for a better assistive technology: a silent speech-based HCl.- Modelling Replace/Repair Criteria for Returned Biomedical Devices in a Lean Manufacturing Environment.- A complex system approach for spatial modeling of land-use change and settlement growth in early agricultural societies.- City System Vulnerability and Resilience: Oscillatory Dynamics of Urban Hierarchies.- Introducing the Terrorism and Extremism Network Extractor.- Sampling Emerging Threats in Facebook using Bio-inspired Strategies (Random Walks).

Erscheint lt. Verlag 13.11.2013
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo X, 196 p. 85 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 479 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte Complexity • Computational Intelligence • Computational Modelling
ISBN-10 3-319-01284-3 / 3319012843
ISBN-13 978-3-319-01284-1 / 9783319012841
Zustand Neuware
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