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Complexity : a guided tour /

"What enables individually simple insects like ants to act with such precision and purpose as a group? How do trillions of individual neurons produce something as extraordinarily complex as consciousness? What is it that guides self-organizing structures like the immune system, the World Wide W...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mitchell, Melanie (Computer scientist)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford [England] ; New York : Oxford University Press, 2009.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Background and history. What is complexity? ; dynamics, chaos, and prediction ; Information ; Computation ; Evolution ; Genetics, simplified ; Defining and measuring complexity
  • Life and evolution in computers. Self-reproducing computer programs ; Genetic algorithms
  • Computation writ large. Cellular automata, life, and the universe ; Computing with particles ; Information processing in living systems ; How to make analogies (if you are a computer) ; Prospects of computer modeling
  • Network thinking. The science of networks ; Applying network science to real-world networks ; The mystery of scaling ; Evolution, complexified
  • Conclusion. The past and future of the sciences of complexity.