There isn't an easy way to change the href in the generated page, but there are a few alternatives.  You could add some javascript to the page to update it after the page loads, using jquery to get a reference to the anchor tag and writing to its href property.  Or if you don't need Search.aspx at all, you could set up a redirect in IIS to send the user to your custom search page.