GeoComputational Modelling
Techniques and Applications
Published on 8. December 2010
Book
Paperback/Softback
XII, 275 pages
978-3-642-07549-0 (ISBN)
Description
Geocomputation may be viewed as the application of a computational science paradigm to study a wide range of problems in geographical systems contexts.
This volume presents a clear, comprehensive and thoroughly state-of-the-art overview of current research, written by leading figures in the field.
It provides important insights into this new and rapidly developing field and attempts to establish the principles, and to develop techniques for solving real world problems in a wide array of application domains with a catalyst to greater understanding of what geocomputation is and what it entails.
The broad coverage makes it invaluable reading for resarchers and professionals in geography, environmental and economic sciences as well as for graduate students of spatial science and computer science.
This volume presents a clear, comprehensive and thoroughly state-of-the-art overview of current research, written by leading figures in the field.
It provides important insights into this new and rapidly developing field and attempts to establish the principles, and to develop techniques for solving real world problems in a wide array of application domains with a catalyst to greater understanding of what geocomputation is and what it entails.
The broad coverage makes it invaluable reading for resarchers and professionals in geography, environmental and economic sciences as well as for graduate students of spatial science and computer science.
More details
Series
Edition
Softcover reprint of hardcover 1st ed. 2001
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
XII, 275 p.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 17 mm
Weight
458 gr
ISBN-13
978-3-642-07549-0 (9783642075490)
DOI
10.1007/978-3-662-04637-1
Schweitzer Classification
Other editions
Additional editions
Book
06/2001
Springer
€106.99
Shipment within 10-15 days
Content
1 GeoComputational Modelling - Techniques and Applications: Prologue.- A: Concepts, Modelling Tools and Key Issues.- 2 Computational Neural Networks - Tools for Spatial Data Analysis.- 3 Evolving Computational Neural Networks Through Evolutionary Computation.- 4 Neural and Evolutionary Computation Methods for Spatial Classification and Knowledge Acquisition.- 5 Cellular Dynamics: Modelling Urban Growth as a Spatial Epidemic.- B: Spatial Application Domains.- 6 Spatial Pattern Recognition in Remote Sensing by Neural Networks.- 7 Fuzzy ARTMAP - A Neural Classifier for Multispectral Image Classification.- 8 Neural Spatial Interaction Models Manfred.- 9 A Neural Network Approach for Mobility Panel Analysis.- References.- List of Figures.- List of Tables.- Author Index.- List of Contributors.