Spatial Evolutionary Modeling.

Evolutionary models (e.g genetic algorithms, artificial life) are emerging as an important tool for geographic information systems for a number of reasons. This book is proposed to serve as a guide to the evolutionary modelling of spatial phenomena.

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Bibliographic Details
Main Author: Krzanowski, Roman M.
Format: eBook
Language:English
Published: New York : Oxford University Press, 2001.
Series:Spatial information systems.
Subjects:
Online Access:Click for online access
Table of Contents:
  • 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.