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Computação suave by Bhambri, Pankaj

Computação suave

by Pankaj Bhambri , Manpreet Malhi , Suresh Kumar
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Book cover type: Paperback
  • ISBN13: 9783330505353
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 96
  • Original Price: GBP 52.98
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 141 grams
  • BISAC Subject(s): General

"Soft Computing" abrange a l�gica difusa, as redes neuronais e os algoritmos evolutivos numa introdu��o completa a esta �rea. O livro come�a por tra�ar o percurso da computa��o desde a IA tradicional at� � intelig�ncia computacional, preparando os leitores para a computa��o suave. Ensina os fundamentos da aprendizagem autom�tica. O livro aborda a l�gica difusa, incluindo conjuntos difusos, rela��es e sistemas de infer�ncia. Os leitores aprendem sobre a l�gica difusa em sistemas especializados e na tomada de decis�es atrav�s de discuss�es aprofundadas sobre fun��es de associa��o e racioc�nio difuso. Na segunda sec��o, o livro aborda a evolu��o, constru��o e t�cnicas de forma��o de redes neuronais. Os leitores ficam a conhecer os modelos de redes neuronais e as aplica��es de aprendizagem autom�tica, desde as redes feedforward �s estruturas de resson�ncia adaptativa. Os algoritmos gen�ticos, a sua origem biol�gica, os m�todos de otimiza��o e a compara��o com os algoritmos cl�ssicos s�o abordados na conclus�o do livro. A leitura de exemplos e estudos de casos ajuda os leitores a compreender os algoritmos gen�ticos e a sua aplicabilidade em quest�es de otimiza��o dif�ceis. "Soft Computing" � uma refer�ncia �til para estudantes, acad�micos e profissionais que investigam o vasto campo da computa��o suave.

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