openLDAP browser error.

When I use openLDAP and try to log on to my newly created server I get this error:

Error:
A problem occurred while connecting to the LDAP server. Invalid credentials.

I have made sure that I am using the correct Administrator DN and have reset the LDAP server password multiple times yet still get this error. Any help is appreciated.