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Complexity: A Guided Tour


Complexity: A Guided Tour Cover

ISBN13: 9780195124415
ISBN10: 0195124413
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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 Web, the global economy, and the human genome? These are just a few of the fascinating and elusive questions that the science of complexity seeks to answer.

In this remarkably accessible and companionable book, leading complex systems scientist Melanie Mitchell provides an intimate, detailed tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals. Comprehending such systems requires a wholly new approach, one that goes beyond traditional scientific reductionism and that re-maps long-standing disciplinary boundaries. Based on her work at the Santa Fe Institute and drawing on its interdisciplinary strategies, Mitchell brings clarity to the workings of complexity across a broad range of biological, technological, and social phenomena, seeking out the general principles or laws that apply to all of them. She explores as well the relationship between complexity and evolution, artificial intelligence, computation, genetics, information processing, and many other fields.

Richly illustrated and vividly written, Complexity: A Guided Tour offers a comprehensive and eminently comprehensible overview of the ideas underlying complex systems science, the current research at the forefront of this field, and the prospects for the field's contribution to solving some of the most important scientific questions of our time.

About the Author

Melanie Mitchell is Professor of Computer Science at Portland State University and External Professor at the Santa Fe Institute.

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ComplexityPDX, January 3, 2011 (view all comments by ComplexityPDX)
Great introduction to complexity theory for everybody from a novice to an expert. Enough depth and breath with great food for thought.
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Product Details

Mitchell, Melanie
Oxford University Press, USA
null, Melanie
Complexity (philosophy)
Philosophy & Social Aspects
General science
System Theory
Life sciences
Mathematics-Systems Theory
Publication Date:
Grade Level:
60 illustrations
6.3 x 9.3 x 1.2 in 1.5 lb

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Related Subjects

Reference » Science Reference » Chaos and Complexity
Reference » Science Reference » General
Reference » Science Reference » Philosophy of Science
Science and Mathematics » Mathematics » Popular Chaos and Fractals
Science and Mathematics » Mathematics » Systems Theory

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