A vector norm is a function that assigns a strictly positive length or size to each vector in a vector space, except for the zero vector, which is assigned a length of zero. It is a fundamental concept in linear algebra and functional analysis, providing a quantitative measure of vector magnitude and enabling the comparison of vector sizes and directions.