Open Internet Explorer. Go to Tools, Options.
Go to Security Tab. Select Local Intranet, click on Sites button. Add http://<servername> to it and save it.
Close all the Internet Explorer and open Central Admin again and you will see it opening without asking any passwords.
This is for Sharepoint 2007, IE 6, Windows Server 2003.