Generating individual moves from a bitboard of moves

Question

In my chess engine, that uses bitboards for representing the board's state, generates a chunk of pseudo-legal moves in one go, a bitboard being the result. For example:

Pawns:

A little bitboard magic later:

The bitboard at the end is simply a chunk of possible moves. How do engines usually take this bitboard and generate individual moves from them? Do I have to iterate over every single bit to check if it's set? Iterating over a bitboard seems to defy the very purpose of using bitboards though, which is why I'm a bit skeptical.

Is there a better way?

Answer 1

Then, typically you apply some variant of the minimax algorithm to evaluate how good the moves are, so you can pick (what you estimate to be) the best move. A simple variant is, for example, alpha-beta.

The variants mainly deal with attempting to guide the search towards "probably useful moves" and away from useless areas of the search space, because the search tree is very wide and your ability to explore it deeply is extremely important for a good chess AI - exploring it shallowly makes the AI easy to "trap" because it will make choices that look good short-term even though they work out badly later on.

So yes, you will iterate over the bitboards. That doesn't really defy their purpose - you've still (probably) computed the moves much faster than if you hadn't used bitboards. For the simplest AI you could just take "the first" move using standard bitboard techniques, but an AI that plays like that will be below novice level, having no regard for winning or losing at all.