Difference between revisions of "Runs"

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Let <math>k > 0</math> be a positive integer. The '''<math>k</math>-runs''' function is a function <math>f:\{-1,1\}^n \to \{-1,1\}</math> which checks if there are <math>k</math> consecutive <math>1</math>s in the input string, wrapping around if needed (that is, the function treats the input bits as if they sit on a circle). Mathematically,  
 
Let <math>k > 0</math> be a positive integer. The '''<math>k</math>-runs''' function is a function <math>f:\{-1,1\}^n \to \{-1,1\}</math> which checks if there are <math>k</math> consecutive <math>1</math>s in the input string, wrapping around if needed (that is, the function treats the input bits as if they sit on a circle). Mathematically,  
  
<math> f(x) = \begin{cases} 1, & \exists i: (x_{i}, x_{i+1}, \ldots, x_{i+k-1}) = (1,1,\ldots,1) \\  
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:::{| class="wikitable"
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|<math> f(x) = \begin{cases} 1, & \exists i: (x_{i}, x_{i+1}, \ldots, x_{i+k-1}) = (1,1,\ldots,1) \\  
 
-1 & otherwise, \end{cases}</math>
 
-1 & otherwise, \end{cases}</math>
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|}
  
 
with <math>x_i = x_{(i \mod n) + 1}</math> for <math>i > n</math>.
 
with <math>x_i = x_{(i \mod n) + 1}</math> for <math>i > n</math>.
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== Properties ==  
 
== Properties ==  
* TODO.
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* The runs function can be made balanced by choosing <math>k</math> to be the median of the longest sequence of <math>1</math>'s in a random <math>n</math>-bit string. Asymptotically, this requires taking <math>k = \mathrm{log}_2(n/2)</math> <ref>Mark F. Schilling (1990) [https://www.maa.org/sites/default/files/pdf/upload_library/22/Polya/07468342.di020742.02p0021g.pdf The Longest Run of Heads], The College Mathematics Journal, 21:3, 196-207, DOI: 10.1080/07468342.1990.11973306</ref>.
  
 
== References ==
 
== References ==
 
<references/>
 
<references/>
  
[[Category:monotone function]] [[Category:balanced function]] [[Category:transitive-symmetric function]]
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[[Category:monotone function]] [[Category:balanced function]] [[Category:transitive-symmetric function]] [[Category:Noise sensitive function]]

Latest revision as of 14:50, 7 April 2021

Definition

Let [math]k \gt 0[/math] be a positive integer. The [math]k[/math]-runs function is a function [math]f:\{-1,1\}^n \to \{-1,1\}[/math] which checks if there are [math]k[/math] consecutive [math]1[/math]s in the input string, wrapping around if needed (that is, the function treats the input bits as if they sit on a circle). Mathematically,

[math] f(x) = \begin{cases} 1, & \exists i: (x_{i}, x_{i+1}, \ldots, x_{i+k-1}) = (1,1,\ldots,1) \\ -1 & otherwise, \end{cases}[/math]

with [math]x_i = x_{(i \mod n) + 1}[/math] for [math]i \gt n[/math].

The Runs functions may be thought of as a more symmetric, "continuous", version of Tribes: Both functions require some [math]k[/math] consecutive bits to be set to 1, but whereas Tribes divides the input into predefined sets of size [math]k[/math], the Runs function doesn't care where the [math]k[/math] consecutive bits are found. With the proper choice of parameters, Runs therefore behaves similarly to Tribes (TODO: CITATION NEEDED).

Properties

  • The runs function can be made balanced by choosing [math]k[/math] to be the median of the longest sequence of [math]1[/math]'s in a random [math]n[/math]-bit string. Asymptotically, this requires taking [math]k = \mathrm{log}_2(n/2)[/math] [1].

References

  1. Mark F. Schilling (1990) The Longest Run of Heads, The College Mathematics Journal, 21:3, 196-207, DOI: 10.1080/07468342.1990.11973306