To set up the search page you will need to head over to Pages > Add New and create a name for your page. The search page is a page template which can be chosen by selecting the "Search Results" template from the dropdown of Templates on your lower right. See below:

Once you have done this your search results page is set up. To configure the options available for your search page head over to Theme Options > Map Results Page.