03348nam 2200697Ia 450 991081672550332120240410131808.00-19-756162-41-280-53096-00-19-803101-71-4294-0390-X(CKB)1000000000465728(EBL)281458(OCoLC)630529184(SSID)ssj0000249381(PQKBManifestationID)11194277(PQKBTitleCode)TC0000249381(PQKBWorkID)10227267(PQKB)10547271(MiAaPQ)EBC281458(StDuBDS)EDZ0002341372(Au-PeEL)EBL281458(CaPaEBR)ebr10269228(CaONFJC)MIL53096(OCoLC)609988040(EXLCZ)99100000000046572820000323d2001 uy 0engur|n|---|||||txtccrSpatial evolutionary modeling /Roman Krzanowski, Jonathan Raper1st ed.Oxford ;New York Oxford University Press20011 online resource (265 p.)Spatial information systemsPreviously issued in print: 2001.0-19-513568-7 Includes bibliographical references and index.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 Design7 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; ZEvolutionary 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.Spatial information systems.Genetic algorithmsGeographic information systemsMathematical modelsGenetic algorithms.Geographic information systems.Mathematical models.910.285910/.285Krzanowski Roman1695848Raper Jonathan275949MiAaPQMiAaPQMiAaPQBOOK9910816725503321Spatial evolutionary modeling4075379UNINA