Can Advanced Search parameters be saved?

Yes Advanced Search window parameters which you have selected to narrow down the search results can be saved. 
Once you have the parameters selected in the Advanced search window, go to the Settings button and Save the current workspace under Workspace settings
Next time when you load the Advanced Search window, the saved search parameters will be displayed by default.