Spatial evolutionary modeling [[electronic resource] /] / Roman Krzanowski, Jonathan Raper
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| Autore: |
Krzanowski Roman
|
| Titolo: |
Spatial evolutionary modeling [[electronic resource] /] / Roman Krzanowski, Jonathan Raper
|
| Pubblicazione: | Oxford ; ; New York, : Oxford University Press, 2001 |
| Descrizione fisica: | 1 online resource (265 p.) |
| Disciplina: | 910.285 |
| 910/.285 | |
| Soggetto topico: | Genetic algorithms |
| Geographic information systems | |
| Mathematical models | |
| Altri autori: |
RaperJonathan
|
| Note generali: | Previously issued in print: 2001. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Foreword; Contents; 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 Beyond Data: Handling Spatial and Analytical Contexts with Genetics-Based Machine Learning; 4 A Genetic Algorithm to Design Optimal Patch Configurations Using Raster Data Structures; 5 Designing Genetic Algorithms to Solve GIS Problems; 6 Evolutionary Modeling of Routes: The Case of Road Design |
| 7 Airspace Sectoring by Evolutionary ComputationIndex; A; B; C; D; E; F; G; H; I; J; K; L; M; N; O; P; Q; R; S; T; U; V; W; Z | |
| Sommario/riassunto: | 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, manipulate, and visualise 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. |
| Titolo autorizzato: | Spatial evolutionary modeling |
| ISBN: | 0-19-756162-4 |
| 1-280-53096-0 | |
| 0-19-803101-7 | |
| 1-4294-0390-X | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910777613503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Spatial information systems.