Dynamic Random Fuzzy Cognitive Maps
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| Formato: | Artículo científico |
| Lenguaje: | en |
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Instituto Politécnico Nacional
2004
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| _version_ | 1866814368237223936 |
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| author | José Aguilar |
| author_facet | José Aguilar |
| contents | Dynamic Random Fuzzy Cognitive Maps José Aguilar Computación Fuzzy Logic Dynamic Systems Fuzzy Cognitive Maps Random Neural Network A fuzzy cognitive map is a graphical means of representing arbitrary complex models of interrelations between concepts. The purpose of this paper is to describe a dynamic/adaptive fuzzy cognitive map based on the random neural network model. Previously, we have developed a random fuzzy cognitive map and illustrated its application in the modeling of processes. The adaptive fuzzy cognitive map changes its fuzzy causal web as causal patterns change and as experts update their causal knowledge. Our model carries out inferences via numerical calculation instead of symbolic deduction. We show how the adaptive/dynamic random fuzzy cognitive map can reveal implications of models composed of dynamic processes. 2004 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61570405 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.4 Vol.7 |
| format | Artículo científico |
| id | redalyc_61570405 |
| language | en |
| publishDate | 2004 |
| publisher | Instituto Politécnico Nacional |
| spellingShingle | Dynamic Random Fuzzy Cognitive Maps José Aguilar Computación Fuzzy Logic Dynamic Systems Fuzzy Cognitive Maps Random Neural Network Dynamic Random Fuzzy Cognitive Maps José Aguilar Computación Fuzzy Logic Dynamic Systems Fuzzy Cognitive Maps Random Neural Network A fuzzy cognitive map is a graphical means of representing arbitrary complex models of interrelations between concepts. The purpose of this paper is to describe a dynamic/adaptive fuzzy cognitive map based on the random neural network model. Previously, we have developed a random fuzzy cognitive map and illustrated its application in the modeling of processes. The adaptive fuzzy cognitive map changes its fuzzy causal web as causal patterns change and as experts update their causal knowledge. Our model carries out inferences via numerical calculation instead of symbolic deduction. We show how the adaptive/dynamic random fuzzy cognitive map can reveal implications of models composed of dynamic processes. 2004 artículo científico 1405-5546 https://www.redalyc.org/articulo.oa?id=61570405 en http://www.redalyc.org/revista.oa?id=615 Computación y Sistemas application/pdf Instituto Politécnico Nacional Computación y Sistemas (México) Num.4 Vol.7 |
| title | Dynamic Random Fuzzy Cognitive Maps |
| topic | Computación Fuzzy Logic Dynamic Systems Fuzzy Cognitive Maps Random Neural Network |
| url | https://www.redalyc.org/articulo.oa?id=61570405 |