A basic doubt on Lipschitz continuity

41 Views Asked by At

What is the necessary and sufficient condition on matrix $A$ such that $h(x) = Ax$ is lipschitz continuous ? $A $ is a $m \times n$ matrix and $x$ is $n \times 1$ matrix.

1

There are 1 best solutions below

2
On

Always will be Lipschitz: $$\|A(x-y)\|\le|||A|||\,\|x-y\|,$$ with $|||\cdot|||$ the operator norm associated to $\|\cdot\|$.