Complexity [electronic resource] : a guided tour / Melanie Mitchell.

By: Mitchell, MelanieContributor(s): ProQuest (Firm)Material type: TextTextPublication details: Oxford [England] ; New York : Oxford University Press, 2009Description: xvi, 349 p. : ill., mapSubject(s): Complexity (Philosophy)Genre/Form: Electronic books.DDC classification: 501 LOC classification: Q175.32.C65 | M58 2009Online resources: Click to View
Contents:
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.
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Includes bibliographical references (p. [326]-336) and index.

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.

Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.

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