Any one have any idea on this

Not possible, sorry

Then what is alternative solution, like I want to remove mandatory fields In address module..

Which fields?

City

I don't think it's possible. My suggestion would be to hide the field and then autopopulate it with a text string, like "N/A" or just a nbsp character