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Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions Learning Algorithms
Barnes and Noble
Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions Learning Algorithms
Current price: $109.99
Barnes and Noble
Fuzzy Cognitive Maps for Applied Sciences and Engineering: From Fundamentals to Extensions Learning Algorithms
Current price: $109.99
Size: Hardcover
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Fuzzy Cognitive Maps (FCM) constitute cognitive models in the form of fuzzy directed graphs consisting of two basic elements: the nodes, which basically correspond to “
bearing different states of activation depending on the knowledge they represent, and the “
denoting the causal effects that each source node exercises on the receiving concept expressed through weights. Weights take values in the interval [-1,1], which denotes the positive, negative or neutral causal relationship between two concepts. An FCM can be typically obtained through linguistic terms, inherent to fuzzy systems, but with a structure similar to the neural networks, which facilitates data processing, and has capabilities for training and adaptation.