Why won't my pumpkins produce?

In the past two years, we have tried to grow some pumpkins. We have had great vines, but everytime they flower, they just wilt with no fruit. They look like they try to form some fruit, but it doesn't last. Is there something else we should try? I have put an all purpose fertilizer in the soil and then water them every couple of days, if there isn't any rain.