Indicator vector

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In mathematics, the indicator vector, characteristic vector, or incidence vector of a subset T of a set S is the vector xT:=(xs)sS such that xs=1 if sT and xs=0 if sT.

If S is countable and its elements are numbered so that S={s1,s2,,sn}, then xT=(x1,x2,,xn) where xi=1 if siT and xi=0 if siT.

To put it more simply, the indicator 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.

Example

If S is the set of natural numbers , and T is some subset of the natural numbers, then the indicator vector is naturally a single point in the Cantor space: that is, an infinite sequence of 1's and 0's, indicating membership, or lack thereof, in T. Such vectors commonly occur in the study of arithmetical hierarchy.

Notes

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  1. ^ Page Module:Citation/CS1/styles.css has no content.Mirkin, Boris Grigorʹevich (1996). Mathematical Classification and Clustering. Springer. p. 112. ISBN 0-7923-4159-7. Retrieved 10 February 2014.
  2. ^ Page Module:Citation/CS1/styles.css has no content.von Luxburg, Ulrike (2007). "A Tutorial on Spectral Clustering" (PDF). Statistics and Computing. 17 (4): 2. Archived from the original (PDF) on 6 February 2011. Retrieved 10 February 2014.
  3. ^ Page Module:Citation/CS1/styles.css has no content.Taghavi, Mohammad H. (2008). Decoding Linear Codes Via Optimization and Graph-based Techniques. p. 21. ISBN 9780549809043. Retrieved 10 February 2014.