Yes, absolutely. You don't need to be a PMI member to apply for PMP certification. But, only a fool would do so (sorry for the harsh language). PMI membership costs $129, but you get a $150 discount on the exam. For more details, read 10 Benefits of PMI Membership.
So, why would you want to apply for PMP certification without joining PMI?