I read this statement on one old true/false exam:

> 
> We can get multiple local optimum solutions if we solve a linear
>  regression problem by minimizing the sum of squared errors using
>  gradient descent.
> 
> 
> 

Solution: **False**

My question is, which part of this question is wrong? Why is this statement false?