Book contents
- Frontmatter
- Contents
- Preface
- Acknowledgment
- 1 Introduction
- 2 Characterization of the SOC State
- 3 Systems Exhibiting SOC
- 4 Computer Models
- 5 The Search for a Formalism
- 6 Is It SOC or Not?
- A Code for the BTW Sandpile
- B Code for the Lattice Gas
- C Code for the Bak-Sneppen Evolution Model
- D Power Spectra and the Correlation Function
- E Statistical Weights in the DDRG
- References
- Index
6 - Is It SOC or Not?
Published online by Cambridge University Press: 05 November 2012
- Frontmatter
- Contents
- Preface
- Acknowledgment
- 1 Introduction
- 2 Characterization of the SOC State
- 3 Systems Exhibiting SOC
- 4 Computer Models
- 5 The Search for a Formalism
- 6 Is It SOC or Not?
- A Code for the BTW Sandpile
- B Code for the Lattice Gas
- C Code for the Bak-Sneppen Evolution Model
- D Power Spectra and the Correlation Function
- E Statistical Weights in the DDRG
- References
- Index
Summary
Ever since the term “self-organized criticality” was introduced by Bak, Tang, and Wiesenfeld (BTW) in their 1987 paper for Physical Review Letters, the concept has been surrounded by a hectic air of controversy. There are a number of reasons for this. One reason is the bold and optimistic claims that were made. The attitude was that here finally is a line of thinking that will allow us to bring the statistical physics of Boltzmann and Gibbs in touch with the exciting real world of nonequilibrium physics, and that SOC is powerful enough to explain everything from mountain formation to stock-market variation. Supergeneral theories always meet a certain amount of skepticism from expert scientists working in the specific fields. It is difficult to draw a precise line between the general and the specific. It might not appear likely to the geologist that the many specific details of earthquakes can be understood in terms of a simple numerical cellular automaton. The biologist working on the immensely complicated interconnected web of evolving species might not find it anything but a bad joke to represent evolution in terms of a string of random numbers with nearest neighbor interaction only.
So what, then, is SOC good for? Let us consider some important questions.
Can we identify SOC as a well-defined distinct phenomenon different from any other category of behavior?
Can we identify a certain construction that can be called a theory of selforganized critical systems?
Has SOC taught us anything about the world that we did not know prior to BTW's seminal 1987 paper?
[…]
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- Self-Organized CriticalityEmergent Complex Behavior in Physical and Biological Systems, pp. 125 - 130Publisher: Cambridge University PressPrint publication year: 1998