Title :
Multi-layer fuzzy cognitive modeling using fuzzy signatures
Author_Institution :
Sch. of Inf. Technol., Murdoch Univ., Perth, WA, Australia
Abstract :
This paper presents a class of fuzzy cognitive modeling which can handle granulation, organisation and causation. This cognitive modeling technique consists of multiple levels where the lowest level includes details required to make a decision or to transfer to the next stage. At the lowest level, fuzzy signatures are used to represent the concepts or knowledge.
Keywords :
cognitive systems; fuzzy systems; modelling; cognitive modeling technique; decision making; fuzzy signatures; multilayer fuzzy cognitive modeling; Algorithm design and analysis; Decision making; Fuzzy cognitive maps; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Genetic algorithms; Humans; Interpolation; Power system modeling;
Conference_Titel :
Fuzzy Systems, 2009. FUZZ-IEEE 2009. IEEE International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-3596-8
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2009.5277204
