Nonlinear Sciences – Adaptation and Self-Organizing Systems
Scientific paper
1994-09-28
Nonlinear Sciences
Adaptation and Self-Organizing Systems
29 pages; special macros jnl, journals, reforder included; 3 figures obtainable by mail from first author
Scientific paper
We study the nature and mechanisms of broken ergodicity (BE) in specific random walk models corresponding to diffusion on random potential surfaces, in both one and high dimension. Using both rigorous results and nonrigorous methods, we confirm several aspects of the standard BE picture and show that others apply in one dimension, but need to be modified in higher dimensions. These latter aspects include the notions that at fixed temperature confining barriers increase logarithmically with time, that ``components'' are necessarily bounded regions of state space which depend on the observational timescale, and that the system continually revisits previously traversed regions of state space. We examine our results in the context of several experiments, and discuss some implications of our results for the dynamics of disordered and/or complex systems.
Newman Charles M.
Stein Daniel L.
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