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Record Nr. |
UNISALENTO991001786869707536 |
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Autore |
Rutkowski, Leszek |
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Titolo |
Computational intelligence : methods and techniques / Leszek Rutkowski |
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Pubbl/distr/stampa |
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ISBN |
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Edizione |
[English ed.] |
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Descrizione fisica |
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xiii, 514 p. : ill. ; 24 cm |
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Disciplina |
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Soggetti |
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Computational intelligence |
Soft computing |
Artificial intelligence |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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"Originally published in Polish [as] Metody i techniki sztucznej inteligencji by Leszek Rutkowski, 2005 Polish Scientific Publishers PWN"--T.p. verso |
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Nota di bibliografia |
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Includes bibliographical references |
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Nota di contenuto |
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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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