E-mail search

I am unable to find specific e-mails using search. I've typed in the subject, the e-mail address and a persons name. The only thing that shows up is No messages match that criteria. This is very inconvenient. A majority of my work is done through e-mail and I don't have all day to go through each one to find what I am looking for. How do I resolve this issue?