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Informatique douce by Bhambri, Pankaj

Informatique douce

by Pankaj Bhambri , Manpreet Malhi , Suresh Kumar
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Book cover type: Paperback
  • ISBN13: 9783330504196
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Editions Notre Savoir
  • Publisher Imprint: Editions Notre Savoir
  • Publication Date:
  • Pages: 100
  • Original Price: GBP 52.98
  • Language: French
  • Edition: N/A
  • Item Weight: 146 grams
  • BISAC Subject(s): General

"Soft Computing" couvre la logique floue, les r�seaux neuronaux et les algorithmes �volutionnaires dans une introduction compl�te � ce domaine. L'ouvrage commence par retracer l'�volution de l'informatique, de l'IA traditionnelle � l'intelligence informatique, pr�parant ainsi les lecteurs � l'informatique douce. Il enseigne les principes fondamentaux de l'apprentissage automatique. Le livre couvre la logique floue, y compris les ensembles flous, les relations et les syst�mes d'inf�rence. Les lecteurs d�couvrent la logique floue dans les syst�mes experts et la prise de d�cision gr�ce � des discussions approfondies sur les fonctions d'appartenance et le raisonnement flou. Dans la deuxi�me section, le livre couvre l'�volution, la construction et les techniques de formation des r�seaux neuronaux. Les lecteurs d�couvrent les mod�les de r�seaux neuronaux et les applications de l'apprentissage automatique, des r�seaux de type "feedforward" aux structures de r�sonance adaptatives. Les algorithmes g�n�tiques, leur origine biologique, les m�thodes d'optimisation et la comparaison avec les algorithmes classiques sont abord�s dans la conclusion de l'ouvrage. La lecture d'exemples et d'�tudes de cas aide les lecteurs � comprendre les algorithmes g�n�tiques et leur applicabilit� � des probl�mes d'optimisation difficiles. "Soft Computing" est une r�f�rence utile pour les �tudiants, les universitaires et les praticiens qui �tudient le vaste domaine de l'informatique douce.

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