Spatial Evolutionary Modeling
Oxford University Press Inc (Verlag)
978-0-19-513568-8 (ISBN)
Evolutionary models (e.g genetic algorithms, artificial life) are emerging as an important new tool for geographic information systems for a number of reasons. First, they are highly appropriate for modelling geographic phenomena; second, geographical problems are often spatially separate (broken down into logical or regional problems), and evolutionary algorithms can exploit this structure; and finally, the ability to store, mainipulate, and visualize spatial data has increased to the point that space-time attribute databases can be easily handled. This book is proposed to serve as a guide to the evolutionary modelling of spatial phenomena.
Michael F. Goodchild: Foreword
Contributors
Part I. Evolutionary Algorithms: An Introduction
1: Concepts of Evolutionary Modeling and Evolutionary Algorithms
Part II. Spatial Evolutionary Modeling: Algorithms and Models
2: Modeling Spatial Phenomena
Part III. Spatial Evolutionary Algorithms: Applications
3: Catherine Dibble: Beyond Data: Handling Spatial and Analytical Contexts with Genetics-Based Machine Learning
4: Christopher Brooks: A Genetic Algorithm to Design Optimal Patch Configurations Using Raster Data Structures
5: Steven Van Dijk, Dirk Thierens, and Mark De Berg: Designing Genetic Algorithms to Solve GIS Problems
6: Ângela Guimarães Pereira: Evolutionary Modeling of Routes: The Case of Road Design
7: Daniel Delahaye: Airspace Sectoring by Evolutionary Computation
Index
Erscheint lt. Verlag | 16.8.2001 |
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Reihe/Serie | Spatial Information Systems |
Zusatzinfo | numerous tables and figures. |
Verlagsort | New York |
Sprache | englisch |
Maße | 231 x 155 mm |
Gewicht | 584 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Naturwissenschaften ► Geowissenschaften ► Geografie / Kartografie | |
ISBN-10 | 0-19-513568-7 / 0195135687 |
ISBN-13 | 978-0-19-513568-8 / 9780195135688 |
Zustand | Neuware |
Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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