Computational intelligence : methods and techniques / Leszek Rutkowski.
Material type:
TextPublication details: Berlin : Springer, c2008.Edition: English edDescription: xiii, 514 p. : ill. ; 24 cmISBN: - 9783540762874
- 3540762876
- Metody i techniki sztucznej inteligencji. English
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
Open Shelf
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UMPLIB GAMBANG | Q342 .R88 2008 (Browse shelf(Opens below)) | 1 | Available | 0000033772 |
"Originally published in Polish [as] Metody i techniki sztucznej inteligencji by Leszek Rutkowski, 2005 Polish Scientific Publishers PWN"--T.p. verso.
Includes bibliographical references (p. [495]-514).
Introduction -- Selected issues of artificial intelligence -- Methods of knowledge representation using rough sets -- Methods of knowledge representation using type-1 fuzzy sets -- Methods of knowledge representation using type-2 fuzzy sets -- Neural networks and their learning algorithms -- Evolutionary algorithms -- Data clustering methods -- Neuro-fuzzy systems of Mamdani, logical and Takagi-Sugeno type -- Flexible neuro-fuzzy systems.