First of all, what is a Norm? In Linear Algebra, a Norm refers to the total length of all the vectors in a space. There are different ways to measure the magnitude of vectors, here are the most common: L0 Norm: It is actually not a norm. (See the conditions a norm must satisfy here). Corresponds to the total number of nonzero elements in a vector. For example, the L0 norm of the vectors (0,0) and…