Mathematical modelling has become an indispensable tool for engineers, scientists, planners, decision makers and many other professionals to make predictions of future scenarios as well as real impending events. As the modelling approach and the model to be used are problem specific, no single model or approach can be used to solve all problems, and there are constraints in each situation. Modellers therefore need to have a choice when confronted with constraints such as lack of sufficient data, resources, expertise and time.
Environmental and Hydrological Systems Modelling
provides the tools needed by presenting different approaches to modelling the water environment over a range of spatial and temporal scales. Their applications are shown with a series of case studies, taken mainly from the Asia-Pacific Region. Coverage includes:
Population dynamics
Reaction kinetics
Water quality systems
Longitudinal dispersion
Time series analysis and forecasting
Artificial neural networks
Fractals and chaos
Dynamical systems
Support vector machines
Fuzzy logic systems
Genetic algorithms and genetic programming
This book will be of great value to advanced students, professionals, academics and researchers working in the water environment.
Mathematical modelling has become an indispensable tool for engineers, scientists, planners, decision makers and many other professionals to make predictions of future scenarios as well as real impending events. As the modelling approach and the model to be used are problem specific, no single model or approach can be used to solve all problems, and there are constraints in each situation. Modellers therefore need to have a choice when confronted with constraints such as lack of sufficient data, resources, expertise and time.
Environmental and Hydrological Systems Modelling
provides the tools needed by presenting different approaches to modelling the water environment over a range of spatial and temporal scales. Their applications are shown with a series of case studies, taken mainly from the Asia-Pacific Region. Coverage includes:
Population dynamics
Reaction kinetics
Water quality systems
Longitudinal dispersion
Time series analysis and forecasting
Artificial neural networks
Fractals and chaos
Dynamical systems
Support vector machines
Fuzzy logic systems
Genetic algorithms and genetic programming
This book will be of great value to advanced students, professionals, academics and researchers working in the water environment.
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