Searching images without a given tag (Advanced Search)

In the advanced search dialog, there’s a label “Options >>” at the right side. Clicking on that gives you access to four radio buttons specifying how to use the conditions you define.

In your case, I’d make one group selection all images with #switzerland,
then a second group (combine with “AND”) selecting all image which do not have #geneva by picking the option “None of these conditions are met”