Rutkowski, Leszek.

Computational intelligence : methods and techniques / Leszek Rutkowski. - English ed. - Berlin : Springer, c2008. - xiii, 514 p. : ill. ; 24 cm.

"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.

3540762876 9783540762874

2008921395


Computational intelligence.
Soft computing.
Artificial intelligence.

006.3 / RUT