Environmental and Hydrological Systems Modelling

By: A W Jayawardena

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Paperback | 21 January 2014 | Edition Number 1

At a Glance

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538 Pages

Dimensions(cm)
25.4 x 17.78 x 2.77

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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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Introduction
Historical Development of the Systems Theory Approach to Modelling
Population Dynamics
Reaction Kinetics
Water Quality Systems
Longitudinal Dispersion
Stochastic Models - Time Series Analysis and Modeling
Artificial Neural Networks
Radial Basis Function Networks
Fuzzy Logic Systems and Their Variations
Dynamical Systems Approach - Phase Space Re-Construction
Genetic Algorithms and Genetic Programming
Wavelet Decomposition
Process Based (Distributed) Models
Model Parameter Optimization
Closure
Table of Contents provided by Publisher. All Rights Reserved.

Environmental and Hydrological Systems Modelling

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

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