{"product_id":"cafe-cellular-automata-fuzzy-engine-von-eleytherios-mantelas","title":"CaFe: Cellular Automata - Fuzzy Engine","description":"\u003cp\u003eThere 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.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783844329964\"\u003e\u003ch3\u003eSimulating Urban Growth using Fuzzy Cellular Automata\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783844329964","offer_id":39471185068125,"sku":"9783844329964","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/670e1c5c-1c7b-419a-bddc-4e51d8855a96.jpg?v=1758781196","url":"https:\/\/shop.autorenwelt.de\/en\/products\/cafe-cellular-automata-fuzzy-engine-von-eleytherios-mantelas","provider":"Autorenwelt Shop","version":"1.0","type":"link"}