Bandwidth of a matrix

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Definition

Suppose n is a positive integer and A=(aij)1in,1jn is a n×n square matrix.

The left half-bandwidth of A is defined as the smallest positive integer k1 such that aij=0 whenever j<ik1. In other words, entries that are more than k1 positions below the main diagonal are zero.

The right half-bandwidth of A is defined as the smallest positive integer k2 such that aij=0 whenever j<i+k2. In other words, entries that are more than k2 positions above the main diagonal are zero.

The banwidth is defined as k1+k2+1, where k1,k2 are the left and right half-bandwidths respectively.

Ambiguity with terminology

When we say that a matrix has a given bandwidth (respectively, a given left half-bandwidth or a given right half-bandwidth) what we mean is that the bandwidth (respectively, the left or right half-bandwidth) is at most that quantity, not that it is necessarily exactly equal to that quantity.

The notion of band matrix or banded matrix

The term band matrix or banded matrix is used for a matrix whose bandwidth is reasonably small.

Particular cases

Matrix type (all matrices are n×n) Left half-bandwidth (upper bound) Right half-bandwidth (upper bound) Bandwidth (upper bound)
diagonal matrix 0 0 1
tridiagonal matrix 1 1 3
pentadiagonal matrix 2 2 5
upper triangular matrix 0 n1 n
lower triangular matrix n1 0 n