Lambert W why is it?

When the first derivative of f function is equal to 0 for \tau_0, we can have

why do we have it?

I don’t know what your question is.

If you have trouble understanding the Lambert W function, you should seek help at a more appropriate place, such as .

If you want to know how to implement the Lambert W function in CVX, there are several posts listed at .