Analysis and Data-Based Reconstruction of Complex Nonlinear Dynamical Systems Using the Methods of Stochastic Processes /

• Main Author: Rahimi Tabar, M. Reza (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Understanding Complex Systems,
• Subjects: Statistical physics.; Dynamical systems.; System theory.; Probabilities.; Economic theory.; Computational complexity.; Neurosciences.; Complex Systems.; Probability Theory and Stochastic Processes.; Economic Theory/Quantitative Economics/Mathematical Methods.; Complexity.

This book focuses on a central question in the field of complex systems: Given a fluctuating (in time or space), uni- or multi-variant sequentially measured set of experimental data (even noisy data), how should one analyse non-parametrically the data, assess underlying trends, uncover characteristi...