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Intelligent Systems for Automated Learning and Adaptation - 9781605667980

Un libro in lingua di Chiong Raymond (EDT) edito da Igi Global, 2009

  • € 142.60
  • Il prezzo è variabile in funzione del cambio della valuta d’origine

Intelligent computer systems have the ability to learn and adapt during their existence. This work contains open-solicited and invited chapters written by leading researchers in the field, presenting architectures, approaches, and trends in intelligent systems and their practical applications. The book begins with four chapters demonstrating the use artificial neural networks and other learning technologies in various practical problems. A set of architectures for designing bio-inspired hardware using commercial field programmable gate arrays (FPGAs) is described. Chapters on adaptive evolutionary systems review evolutionary prototype selection in data mining and its application over different sizes of data sets, and demonstrate the application of particle swarm optimization (PSO) to size analog circuits synthesized by a genetic algorithm. The last section of the book presents three chapters on collective intelligence in social networks, automatic programming, and manufacturing. It will be useful as a reference to researchers and academics working in computational intelligence and its related fields. Chiong is a tenured academic at the School of Computing and Design, Swinburne University of Technology-Sarawak Campus, Malaysia. Annotation ©2009 Book News, Inc., Portland, OR (booknews.com)

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