Or, perhaps, it's an optimal choice given a bad situation.
Optimal from evolutionary or psychological viewpoint? Because that's not the same thing. What historically increased the frequency of genes of my ancestors is not always the same thing that makes me most happy now.
Even assuming that poor people having many children is best for their genes, it does not automatically mean that it makes them happy, and that they want it.
Nor does it mean that their genes are 'best' for the species to have in our environment, although of course that's unpalatable to say on the whole about anyone.
I recently read an article by Steve Sailer that reminded me about something I have been puzzled by for a long time. Relevant paragraphs:
Poor people having fewer children means that the children have more resources available per capita making the children better off. Rich people having more children actually increases equality in society since it reduces the per capita resource advantage their children have. Rich people giving to their children is also one of the few cases where the redistribution of wealth doesn't reduce incentives for wealth creation. Rich people care about their children too.
Since programs aimed at reducing teen pregnancy rates do seem to have had some effect, we known something like this is possible without being horrible to the potential parents it targets.
Yet a policy of "poor people should have fewer children, rich people more" sounds heartless despite increasing general welfare both by making poor children better off and by reducing the privilege of rich children thus increasing equality which we seem to think is ceteris paribus a good thing.
Why is that?
Edit: To test the source of the reader's intuiton (assuming he shares it with me), I encourage the consideration of two interesting scenarios that may depart from reality.