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2014 | OriginalPaper | Chapter

Nature Versus Nurture in Complex and Not-So-Complex Systems

Authors : D. L. Stein, C. M. Newman

Published in: ISCS 2013: Interdisciplinary Symposium on Complex Systems

Publisher: Springer Berlin Heidelberg

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Abstract

Understanding the dynamical behavior of many-particle systems both in and out of equilibrium is a central issue in both statistical mechanics and complex systems theory. One question involves “nature versus nurture”: given a system with a random initial state evolving through a well-defined stochastic dynamics, how much of the information contained in the state at future times depends on the initial condition (“nature”) and how much on the dynamical realization (“nurture”)? We discuss this question and present both old and new results for low-dimensional Ising spin systems.

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Metadata
Title
Nature Versus Nurture in Complex and Not-So-Complex Systems
Authors
D. L. Stein
C. M. Newman
Copyright Year
2014
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-45438-7_6

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