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distance matrix : ウィキペディア英語版
distance matrix

In mathematics, computer science and especially graph theory, a distance matrix is a matrix (two-dimensional array) containing the distances, taken pairwise, between the elements of a set. Depending upon the application involved, the ''distance'' being used to define this matrix may or may not be a metric. If there are elements, this matrix will have size . In graph-theoretic applications the elements are more often referred to as points, nodes or vertices.
==Metric distance==
When distance is defined as a metric, as for example in the Euclidean distance matrix, the distance matrix satisfies properties directly related to the defining properties of a metric. That is, if with is a distance matrix for a metric distance, then
* the entries on the main diagonal are all zero (that is, the matrix is a hollow matrix), i.e. for all ,
* all the off-diagonal entries are positive ( if ),
* the matrix is a symmetric matrix (), and
* for any and , for all (the triangle inequality).
Another common example of a distance matrix arises in coding theory when in a block code the elements are strings of fixed length over an alphabet and the distance between them is given by the Hamming distance metric. The smallest non-zero entry in the distance matrix measures the error correcting and error detecting capability of the code.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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