ELI5: Explain Like I'm 5

Dual norm

Imagine you have a toy that has two sides. One side is smooth and the other side is bumpy. When you touch the smooth side, it feels nice and soft, but when you touch the bumpy side, it feels rough and hard. In math, there is a concept called the "dual norm," which is a bit like a toy with two sides.

The dual norm is like having two ways to measure something. Let's say you want to measure how heavy a book is. You could use a regular scale to measure the weight in pounds or kilograms. But imagine if you also had a different way to measure the book's weight, like how many pages it has. That's what the dual norm is like.

Just like a toy with two sides, the dual norm has two different ways of measuring things. One way is called the "norm," which measures how big or small something is. The other way is called the "dual," which measures how much something "pushes" or "pulls" on other things.

For example, let's say you have a vector (which is like an arrow) in math. The norm of that vector would tell you how long it is, like measuring the length of an arrow. But the dual norm of that vector would tell you how strongly it pushes or pulls on other vectors, like how strong an arrow is when you shoot it into a target.

So, the dual norm is like a math toy with two sides. One side measures how big or small something is, and the other side measures how strongly it affects other things. It's like having two different rulers to measure the same thing, but each ruler gives you a different kind of information.