Once a survey is published you can not make any changes to it as it could affect your results. Instead, you can unpublish the survey (if it's currently published) and start with a fresh copy of the survey. Select "Copy this Survey" from the actions dropdown and the questions will automatically be copied over for you to easily make any changes for your next survey. 
Why Can't I Edit a Survey?
