Make max_trials part of the generic BaseAlgorithm interface.

[bouthilx]

From #860

Oh and while we're at it, I suggest we add a self.max_trials: Optional[int] = None attribute in BaseAlgorithm. Lots of tests forcefully set this attribute on the algos, even though it isn't defined.

@lebrice