I think one of the more common issues we encounter is that some examples don't work out of the box. We may have introduced a lot of changes in the API from the previous versions and weren't able to update the docs properly.

Let's scope this one out, right now we have docs located in:

• Our docstrings
• Jupyter notebooks

I know we did this exercise before, but it may be good to revisit it

Description of the bug

The run() method of the SimulatedAnnealing class has a bug when the annealing method does not find a better state than the initial one.

When does it happens

The bug happens when the annealing algorithm fails to find a better state than the initial one. This can happen when the maxim

This will just involve a little bit of research, honing in on the top papers in this space.