No. get_permalink() only accept a post’s or Page’s ID. It doesn’t parse anything else. There’s a get_category_link() which accepts a category’s ID, but it outputs the url for the category, not the posts in it.
If you’re trying to get the latest post in a category, there are a number of ways to go about it, but here’s one using WP_Query that should work for you: