I wasn't able to find any definitive source on the subject; but I believe that those head bands were most likely a crown of some sort (possibly more comfortable, cheaper, easier to wear constantly/less formal ?). It is, of course plausible that these headbands were simply en vogue, or to quote Mr. Burns they wore them "as was the style at the time."