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Computational intelligence : methods and techniques / Leszek Rutkowski.

By: Material type: TextTextLanguage: English Original language: Polish Publication details: Berlin : Springer, c2008.Edition: English edDescription: xiii, 514 p. : ill. ; 24 cmISBN:
  • 3540762876
  • 9783540762874
Uniform titles:
  • Metody i techniki sztucznej inteligencji. English
Subject(s): DDC classification:
  • 006.3 22 RUT
Online resources:
Contents:
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.
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Gratis, Gifts Gratis, Gifts IIITDM Kurnool General Stacks Non-fiction 006.3 RUT (Browse shelf(Opens below)) Available G000338

"Originally published in Polish [as] Metody i techniki sztucznej inteligencji by Leszek Rutkowski, 2005 Polish Scientific Publishers PWN"--T.p. verso.

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.

Includes bibliographical references (p. [495]-514).

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