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CaFe: Cellular Automata - Fuzzy Engine

Simulating Urban Growth using Fuzzy Cellular Automata

Language EnglishEnglish
Book Paperback
Book CaFe: Cellular Automata - Fuzzy Engine Eleytherios Mantelas
Libristo code: 12710340
Publishers LAP Lambert Acad. Publ., October 2011
There is a wide variety of Urban Growth models all of which pose limitations to their computationa... Full description
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There is a wide variety of Urban Growth models all of which pose limitations to their computational application. In this book, a modeling framework is described that is open and adaptable to the user's requirements, easy to use and resilient to the case study limitations. The CaFe model (Cellular Automata - Fuzzy Engine) applies an innovative workflow to connect the input and the output variables. All input variables are merged in a single thematic layer using the Sensitive Sum operator. It is a new fuzzy operator that employs a dynamic parallel connection between the input variables while taking into account their statistical correlation. As a result, the model does not require certain variables/data to run while it implements a reducible/extensible form of Knowledge Base which can include both data-driven and empirical rules. The simulation engine incorporates advanced Cellular Automata techniques which apply spatio-temporal multi-radius transition functions and support action in distance. CaFe is applied in Athens - Greece and simulates urban growth efficinetly while scoring high fitting indicators and retaining a stable average error.

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About the book

Full name CaFe: Cellular Automata - Fuzzy Engine
Language English
Binding Book - Paperback
Date of issue 2011
Number of pages 112
EAN 9783844329964
ISBN 384432996X
Libristo code 12710340
Weight 183
Dimensions 150 x 220 x 7
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