Lets eat the humans instead. I shall summon the one eye one horn purple flying people eater...
No.
Cats are obligate carnivores. So you would have to grow many crops to feed the many animals needed to feed the cats, thus compounding the problem not ameliorating it.
This does not even take into effect the howls of cat lovers everywhere!