Convert the strings to integers before comparison:
function check_closing()
{
var opening = $('#opening').val();
var closing = $('#closing').val();
if(parseInt(opening) > parseInt(closing))
{
alert('Opening is greater than Closing. Please enter the correct value');
$('#closing').val('');
}
}