Predictability and Nonlinear Modelling in Natural Sciences and Economics is popular PDF and ePub book, written by J. Grasman in 2012-12-06, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Predictability and Nonlinear Modelling in Natural Sciences and Economics can be Read Online from any device for your convenience.
Predictability and Nonlinear Modelling in Natural Sciences and Economics Book PDF Summary
Researchers in the natural sciences are faced with problems that require a novel approach to improve the quality of forecasts of processes that are sensitive to environmental conditions. Nonlinearity of a system may significantly complicate the predictability of future states: a small variation of parameters can dramatically change the dynamics, while sensitive dependence of the initial state may severely limit the predictability horizon. Uncertainties also play a role. This volume addresses such problems by using tools from chaos theory and systems theory, adapted for the analysis of problems in the environmental sciences. Sensitive dependence on the initial state (chaos) and the parameters are analyzed using methods such as Lyapunov exponents and Monte Carlo simulation. Uncertainty in the structure and the values of parameters of a model is studied in relation to processes that depend on the environmental conditions. These methods also apply to biology and economics. For research workers at universities and (semi)governmental institutes for the environment, agriculture, ecology, meteorology and water management, and theoretical economists.
Detail Book of Predictability and Nonlinear Modelling in Natural Sciences and Economics PDF
- Author : J. Grasman
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9789401109628
- Genre : Mathematics
- Total Page : 662 pages
- Language : English
- PDF File Size : 9,6 Mb
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