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In [[Boolean logic]], the '''majority function''' (also called the '''median operator''')  is a [[function (mathematics)|function]] from ''n'' inputs to one output. The value of the operation is false when ''n''/2 or more arguments are false, and true otherwise.
Alternatively, representing true values as 1 and false values as 0, we may use the formula
 
:<math>\operatorname{Majority} \left ( p_1,\dots,p_n \right ) =  \left \lfloor \frac{1}{2} +  \frac{\left(\sum_{i=1}^n  p_i\right) - 1/2}{n} \right \rfloor. </math>
 
The "&minus;1/2" in the formula serves to break ties in favor of zeros when ''n'' is even. If the term "&minus;1/2" is omitted, the formula can be used for a function that breaks ties in favor of ones.
 
== Boolean circuits ==
A ''majority gate'' is a [[logical gate]] used in [[circuit complexity]] and other applications of [[Boolean circuits]].  A majority gate returns true if and only if more than 50% of its inputs are true.
 
For instance, in a [[Adder (electronics)|full adder]], the carry output is found by applying a majority function to the three inputs, although frequently this part of the adder is broken down into several simpler logical gates.
 
A major result in [[circuit complexity]] asserts that the majority function cannot be computed by [[AC0|AC0 circuits]] of subexponential size.
 
== Monotone formulae for majority ==
 
For ''n'' = 1 the median operator is just the unary identity operation ''x''.  For ''n'' = 3 the ternary median operator can be expressed using conjunction and disjunction as ''xy'' + ''yz'' + ''zx''.  Remarkably this expression denotes the same operation independently of whether the symbol + is interpreted as [[disjunction|inclusive or]] or [[exclusive or]].
 
For an arbitrary ''n'' there exists a monotone formula for majority of size O(''n''<sup>5.3</sup>) {{harv|Valiant|1984}}. This is proved using [[probabilistic method]]. Thus, this formula is non-constructive. However, one can obtain an explicit formula for majority of polynomial size using a [[sorting network]] of [[Miklós Ajtai|Ajtai]], [[János Komlós (mathematician)|Komlós]], and [[Endre Szemerédi|Szemerédi]].
 
== Properties ==
 
Among the properties of the ternary median operator &lt; x,y,z &gt; are:
#  &lt; x,y,y &gt; = y
#  &lt; x,y,z &gt; = &lt; z,x,y &gt;
#  &lt; x,y,z &gt; = &lt; x,z,y &gt;
#  &lt; &lt; x,w,y &gt;, w,z &gt; = &lt; x,w, &lt; y,w,z &gt; &gt;
 
An abstract system satisfying these as axioms is a [[median algebra]].
 
==References==
*{{Cite journal
| first = L. | last = Valiant | authorlink = Leslie Valiant
| title = Short monotone formulae for the majority function
| journal = Journal of Algorithms
| volume = 5
| issue = 3 | year = 1984 | pages = 363–366
| doi = 10.1016/0196-6774(84)90016-6
| ref = harv
| postscript = <!--None-->}}.
* {{cite book | last=Knuth | first=Donald E. | authorlink=Donald Knuth | title=Introduction to combinatorial algorithms and Boolean functions | series=[[The Art of Computer Programming]] | volume=4a | year=2008 | isbn=0-321-53496-4 | pages=64–74 | publisher=Addison-Wesley | location=Upper Saddle River, NJ }}
 
==See also==
{{Commonscat-inline|Majority functions}}
* [[Boolean algebra (structure)]]
* [[Boolean algebras canonically defined]]
* [[Majority problem (cellular automaton)]]
 
[[Category:Logic gates]]
[[Category:Circuit complexity]]
[[Category:Boolean algebra]]

Revision as of 18:23, 7 January 2014

In Boolean logic, the majority function (also called the median operator) is a function from n inputs to one output. The value of the operation is false when n/2 or more arguments are false, and true otherwise. Alternatively, representing true values as 1 and false values as 0, we may use the formula

The "−1/2" in the formula serves to break ties in favor of zeros when n is even. If the term "−1/2" is omitted, the formula can be used for a function that breaks ties in favor of ones.

Boolean circuits

A majority gate is a logical gate used in circuit complexity and other applications of Boolean circuits. A majority gate returns true if and only if more than 50% of its inputs are true.

For instance, in a full adder, the carry output is found by applying a majority function to the three inputs, although frequently this part of the adder is broken down into several simpler logical gates.

A major result in circuit complexity asserts that the majority function cannot be computed by AC0 circuits of subexponential size.

Monotone formulae for majority

For n = 1 the median operator is just the unary identity operation x. For n = 3 the ternary median operator can be expressed using conjunction and disjunction as xy + yz + zx. Remarkably this expression denotes the same operation independently of whether the symbol + is interpreted as inclusive or or exclusive or.

For an arbitrary n there exists a monotone formula for majority of size O(n5.3) Template:Harv. This is proved using probabilistic method. Thus, this formula is non-constructive. However, one can obtain an explicit formula for majority of polynomial size using a sorting network of Ajtai, Komlós, and Szemerédi.

Properties

Among the properties of the ternary median operator < x,y,z > are:

  1. < x,y,y > = y
  2. < x,y,z > = < z,x,y >
  3. < x,y,z > = < x,z,y >
  4. < < x,w,y >, w,z > = < x,w, < y,w,z > >

An abstract system satisfying these as axioms is a median algebra.

References

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See also

Template:Commonscat-inline