Seems like the most obvious way to solve the problem would be to maximize solar power output by doing some simple search algorithm - any ideas why this can't be

Seems like the most obvious way to solve the problem would be to maximize solar power output by doing some simple search algorithm - any ideas why this can't be solved that way?