Fuzzy Cognitive Maps : Advances in Theory, Methodologies, Tools and Applications
The theory of cognitive maps was developed in 1976. Its main aim was the representation of (causal) relationships among concepts also known as factors or nodes . Concepts could be assigned values. Causal relationships between two concepts could be of three types: positive, negative or neutral. Incre...
Enregistré dans:
| Hovedforfatter: | |
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| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Serier: | Studies in Fuzziness and Soft Computing
247 |
| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Kommentar: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Variante du titre: | THE FCM MODELLING AND SIMULATION TOOL CAN BE DOWNLOADED FROM AN INTERNET SITE |
| Edition sous un autre format: | • Fuzzy cognitive maps, advances in theory, methodologies, tools and applications, Michael Glykas, ed., Berlin, Springer, 2010, 1 vol. (xviii-425 p.), Studies in fuzziness and soft computing, 978-3-642-03219-6 |
| Summary: | The theory of cognitive maps was developed in 1976. Its main aim was the representation of (causal) relationships among concepts also known as factors or nodes . Concepts could be assigned values. Causal relationships between two concepts could be of three types: positive, negative or neutral. Increase in the value of a concept would yield a corresponding positive or negative increase at the concepts connected to it via relationships. In 1986 Bart Kosko introduced the notion of fuzziness to cognitive maps and created the theory of Fuzzy Cognitive Maps (FCMs). The relationship between two concepts in (FCMs) can take a value in the interval [-1,1]. This relationship value is called weight . For the last twenty years extensive research in the theory of FCMs has been performed that provided major improvements and enhancements in its theoretical underpinning. New methodologies and approaches have been developed. FCMs have also been applied to many different sectors. New software tools have been developed that automate FCM creation and management. The aim of this book is to present recent advances and state of the art in FCM theory, methodologies, applications and tools that exist to date scattered in journal papers, in a concrete and integrated manner |
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| Emne beskrivelse: | Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| ISBN: | 9783642032202 |
| ISSN: | 1434-9922 |
| Adgang: | Accès en ligne pour les établissements français bénéficiaires des licences nationales Accès soumis à abonnement pour tout autre établissement Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 |