Indicator vector

From Wikipedia, the free encyclopedia
Jump to: navigation, search

In mathematics, the indicator vector or characteristic vector or incidence vector of a subset T of a set S is the vector x_T := (x_s)_{s\in S} such that x_s = 1 if s \in T and x_s = 0 if s \notin T.

If S is countable and its elements are numbered so that S = \{s_1,s_2,\ldots,s_n\}, then x_T = (x_1,x_2,\ldots,x_n) where x_i = 1 if s_i \in T and x_i = 0 if s_i \notin T.

To put it more simply, the indicator vector vector of T is a vector with one element for each element in S, with that element being one if the corresponding element of S is in T, and zero if it is not.[1][2][3]

An indicator vector is a special (countable) case of an indicator function.

Notes[edit]

  1. ^ Mirkin, Boris Grigorʹevich (1996). Mathematical Classification and Clustering. p. 112. ISBN 0-7923-4159-7. Retrieved 10 February 2014. 
  2. ^ von Luxburg, Ulrike (2007). "A Tutorial on Spectral Clustering" (PDF). Statistics and Computing 17 (4): 2. Retrieved 10 February 2014. 
  3. ^ Decoding Linear Codes Via Optimization and Graph-based Techniques. ProQuest. 2008. p. 21. Retrieved 10 February 2014.