What is the connection between fractals and Brownian motion?

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Discussion Overview

The discussion revolves around the concept of fractional Brownian motion (fBm) and its connection to fractals. Participants express curiosity about the terminology and the underlying principles that differentiate fBm from standard Brownian motion, exploring the implications of self-similarity and dependence in increments.

Discussion Character

  • Exploratory
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • Some participants question the terminology of "fractional" in fractional Brownian motion, seeking clarification on its meaning.
  • One participant references a source that explains the concept of fractals and their relation to scale and self-similarity, suggesting that fBm could be seen as fractal in nature.
  • Another participant notes that the key difference between fBm and regular Brownian motion is the dependence of increments in fBm, contrasting it with the independence of increments in standard Brownian motion.
  • There is a suggestion that the term "fractal Brownian motion" might be more appropriate than "fractional Brownian motion," although this is not universally accepted.

Areas of Agreement / Disagreement

Participants express curiosity and seek clarification, but there is no consensus on the terminology or the implications of the concepts discussed. Multiple viewpoints regarding the naming and characteristics of fractional Brownian motion remain unresolved.

Contextual Notes

Some assumptions about the definitions of fractional Brownian motion and fractals are not fully explored, and the discussion does not resolve the implications of dependence in fBm increments.

jimbo007
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hey there,
i'm curious as to why they call it fractional Brownian motion. please don't say its Brownian motion that is fractional :-p

many thanks
 
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jimbo007 said:
hey there,
i'm curious as to why they call it fractional Brownian motion. please don't say its Brownian motion that is fractional :-p

many thanks

Okay, then, I'll just ask "why do the call what fractional Brownian motion?"!
 
why do they call fractional Brownian motion, fractional Brownian motion?
 
jimbo007 said:
why do they call fractional Brownian motion, fractional Brownian motion?
Here you go -- from the last hit on the first page of the search that I posted:

from http://www.doc.ic.ac.uk/~nd/surprise_95/journal/vol4/ykl/report.html
Mandelbrot proposed the idea of a fractal (short for "fractional dimension") as a way to cope with problems of scale in the real world. He defined a fractal to be any curve or surface that is independent of scale. This property, referred to as self-similarity, means that any portion of the curve, if blown up in scale, would appear identical to the whole curve.

And from the first hit on the search page:
http://davis.wpi.edu/~matt/courses/fractals/brownian.html
The main difference between fBm and regular Brownian motion is that while the increments in Brownian Motion are independent they are dependent in fBm. This dependence means that if there is an increasing pattern in the previous "steps," then it is likely that the current step will be increasing as well.

So it looks like it could be called fractal Bronian motion instead of fractional Brownian motion...
 

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