World is only generated on first run...You will need to delete your current world to make a new one. Use the button that says Clean Save Folder under one time toggles.
Make sure the box "Clean Save Folder" is unchecked before restarting. Also make sure server update is set to only if needed, and disable automatic update. That seems to have worked for me.