GeoComputational Modelling: Techniques and Applications

✍ Scribed by Manfred M. Fischer, Yee Leung (auth.), Professor Dr. Manfred M. Fischer, Professor Dr. Yee Leung (eds.)

Publisher: Springer-Verlag Berlin Heidelberg
Year: 2001
Tongue: English
Leaves: 285
Series: Advances in Spatial Science
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xii
GeoComputational Modelling — Techniques and Applications: Prologue....Pages 1-12
Front Matter....Pages 13-13
Computational Neural Networks — Tools for Spatial Data Analysis....Pages 15-34
Evolving Computational Neural Networks Through Evolutionary Computation....Pages 35-70
Neural and Evolutionary Computation Methods for Spatial Classification and Knowledge Acquisition....Pages 71-108
Cellular Dynamics: Modelling Urban Growth as a Spatial Epidemic....Pages 109-141
Front Matter....Pages 143-143
Spatial Pattern Recognition in Remote Sensing by Neural Networks....Pages 145-164
Fuzzy ARTMAP — A Neural Classifier for Multispectral Image Classification....Pages 165-194
Neural Spatial Interaction Models....Pages 195-219
A Neural Network Approach for Mobility Panel Analysis....Pages 220-235
Back Matter....Pages 237-283

✦ Subjects

Regional/Spatial Science; Geographical Information Systems/Cartography; Information Systems Applications (incl. Internet)

📜 SIMILAR VOLUMES

WiMAX Modeling: Techniques and Applicati

📁 WiMAX Modeling: Techniques and Applications

✍ Bhavin S. Sedani, Komal R. Borisagar, Rohit M. Thanki 📂 Library 📅 2019 🏛 Springer 🌐 English

This book provides information about wireless systems and WIMAX modeling. The authors provide various techniques for the WiMAX systems such as antenna diversity and Alamouti coding. The performance of these systems is tested using various types of data and the results of systems are presen

GeoComputational Analysis and Modeling o

📁 GeoComputational Analysis and Modeling of Regional Systems

✍ Jean-Claude Thill, Suzana Dragicevic (eds.) 📂 Library 📅 2018 🏛 Springer International Publishing 🌐 English

The contributed volume collects cutting-edge research in GeoComputational Analysis of Regional Systems. The contributions emphasize methodological innovations or substantive breakthroughs on many facets of the socio-economic and environmental reality of regional contexts.

Compact Modeling: Principles, Techniques

📁 Compact Modeling: Principles, Techniques and Applications

✍ Gennady Gildenblat, Weimin Wu, Xin Li, Ronald van Langevelde, Andries J. Scholte 📂 Library 📅 2010 🏛 Springer Netherlands 🌐 English

Compact Models of circuit elements are models that are sufficiently simple to be incorporated in circuit simulators and are sufficiently accurate to make the outcome of the simulators useful to circuit designers. The conflicting objectives of model simplicity and accuracy make the compact mode

Peridynamic Modeling, Numerical Techniqu

📁 Peridynamic Modeling, Numerical Techniques, and Applications

✍ Erkan Oterkus, Selda Oterkus, Erdogan Madenci 📂 Library 📅 2021 🏛 Elsevier 🌐 English

This book provides readers with an incisive look at cutting-edge peridynamic modeling methods, numerical techniques, their applications, and potential future directions for the field. It starts with an introductory chapter authored by Stewart Silling, who originally developed peridynamics. It the

Multiphysics and Multiscale Modeling: Te

📁 Multiphysics and Multiscale Modeling: Techniques and Applications

✍ Kwon, Young W 📂 Library 📅 2015 🏛 CRC Press LLC 🌐 English

Moving Objects Management: Models, Techn

📁 Moving Objects Management: Models, Techniques and Applications

✍ Xiaofeng Meng, Jidong Chen 📂 Library 📅 2011 🏛 Springer 🌐 English

The continued advances in wireless communication and positioning technologies such as GPS have made new data management applications possible, such as location-based services (LBS) that store and manage the continuously changing positions of moving objects. "Moving Objects Management - Models, Techn