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Erschienen in:
2012 | OriginalPaper | Buchkapitel
Fundamentals of Intellectual Technologies
verfasst von : Alexander P. Rotshtein, Hanna B. Rakytyanska
Erschienen in: Fuzzy Evidence in Identification, Forecasting and Diagnosis
Verlag: Springer Berlin Heidelberg
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Intellectual technologies which are used to do the tasks of identification and decision making in this book represent a combination of three independent theories:
-
of fuzzy sets
- as a means of natural language expressions and logic evidence formalization;
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of neural nets
- artificial analogs of the human brain simulating the capability to learn;
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of genetic algorithms
- as a means of optimal decision synthesis from a multiplicity of initial variants on which the operations of crossing, mutation and selection are performed.